Publications & Articles Scientifiques

Inductive domain transfer in misspecified simulation-based inference ›

2026 Advances in Neural Information Processing Systems 38, 91392-91414 2 citations

Auteurs O Senouf, A Wehenkel, C Vincent-Cuaz, E Abbé, P Frossard

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Future cardiovascular events prediction from invasive coronary angiography: A graph representation learning perspective ›

2026 Medical image analysis, 104079 2 citations

Auteurs X Sun, T Belmpas, O Senouf, E Abbé, P Frossard, B De Bruyne, ...

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ODySSeI: An Open-Source End-to-End Framework for Automated Detection, Segmentation, and Severity Estimation of Lesions in Invasive Coronary Angiography Images ›

2026 arXiv preprint arXiv:2603.20021

Auteurs A Choudhary, X Sun, T Mahendiran, O Senouf, D Auberson, B De Bruyne, ...

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LEAD: Breaking the No-Recovery Bottleneck in Long-Horizon Reasoning ›

2026 arXiv preprint arXiv:2603.06870 1 citations

Auteurs D Pushkin, E Abbe

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Comment l’intelligence artificielle peut-elle améliorer la prévention cardiovasculaire? ›

2026

Auteurs AA Mircea, E Abbé, A Mackowiak, B Gencer, D Locca, M Bochud, ...

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How will artificial intelligence improve cardiovascular prevention? ›

2026 Revue medicale suisse 22 (952), 426-431

Auteurs AA Mircea, E Abbé, A Mackowiak, B Gencer, D Locca, M Bochud, ...

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Goldilocks RL: Tuning Task Difficulty to Escape Sparse Rewards for Reasoning ›

2026 arXiv preprint arXiv:2602.14868

Auteurs I Mahrooghi, A Lotfi, E Abbe

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Tensor Reed-Muller Codes: Achieving Capacity with Quasilinear Decoding Time ›

2026 arXiv preprint arXiv:2601.16164 1 citations

Auteurs E Abbe, C Sandon, O Sprumont

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Physics-informed self-supervised learning for predictive modeling of coronary artery digital twins ›

2025 arXiv preprint arXiv:2512.03055 1 citations

Auteurs X Sun, T Mahendiran, O Senouf, D Auberson, B De Bruyne, S Fournier, ...

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To Infinity and Beyond: Tool-Use Unlocks Length Generalization in State Space Models ›

2025 arXiv preprint arXiv:2510.14826 2 citations

Auteurs E Malach, O Saremi, S Williamson, A Bradley, A Lotfi, E Abbe, J Susskind, ...

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AI-Driven multi-view learning from CCTA for myocardial infarction diagnosis ›

2025 The International Journal of Cardiovascular Imaging, 1-7 3 citations

Auteurs J Gwizdala, A Salihu, O Senouf, D Meier, D Rotzinger, S Qanadli, ...

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CM-UNet: A Self-Supervised Learning-Based Model for Coronary Artery Segmentation in X-Ray Angiography ›

2025 2025 47th Annual International Conference of the IEEE Engineering in …

Auteurs C Challier, X Sun, T Mahendiran, O Senouf, B De Bruyne, D Auberson, ...

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Rl for reasoning by adaptively revealing rationales ›

2025 arXiv preprint arXiv:2506.18110 10 citations

Auteurs MH Amani, A Lotfi, NM Baldwin, S Bengio, M Farajtabar, E Abbe, R West

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Reed-Muller Codes for Quantum Pauli and Multiple Access Channels ›

2025 2025 IEEE International Symposium on Information Theory (ISIT), 01-06

Auteurs D Abdelhadi, C Sandon, E Abbe, R Urbanke

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AbstRaL: Augmenting LLMs' Reasoning by Reinforcing Abstract Thinking ›

2025 arXiv preprint arXiv:2506.07751 3 citations

Auteurs S Gao, A Bosselut, S Bengio, E Abbe

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Augmenting LLMs' Reasoning by Reinforcing Abstract Thinking ›

2025 arXiv e-prints, arXiv preprint arXiv:2506.07751 1 citations

Auteurs S Gao, A Bosselut, S Bengio, E Abbe

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Learning high-degree parities: The crucial role of the initialization ›

2025 International Conference on Learning Representations 2025, 19448-19494 9 citations

Auteurs E Abbe, E Cornacchia, J Hązła, D Kougang Yombi

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Algorithm discovery with llms: Evolutionary search meets reinforcement learning ›

2025 arXiv preprint arXiv:2504.05108 34 citations

Auteurs A Surina, A Mansouri, L Quaedvlieg, A Seddas, M Viazovska, E Abbe, ...

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What Makes the Preferred Thinking Direction for LLMs in Multiple-choice Questions? ›

2025 arXiv preprint arXiv:2502.18435

Auteurs Y Zhang, R Bai, Z Gu, R Zhang, J Gu, E Abbe, S Bengio, N Jaitly

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Reversal blessing: Thinking backward may outpace thinking forward in multi-choice questions ›

2025 arXiv e-prints, arXiv preprint arXiv:2502.18435 3 citations

Auteurs Y Zhang, R Bai, Z Gu, R Zhang, J Gu, E Abbe, S Bengio, N Jaitly

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Boosted decoders for reed-muller codes ›

2025

Auteurs E Abbe, C Sandon

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Assessing the need for coronary angiography in high-risk non-ST-elevation acute coronary syndrome patients using artificial intelligence and computed tomography ›

2025 The international journal of cardiovascular imaging 41 (1), 55-61 6 citations

Auteurs A Cagnina, A Salihu, D Meier, W Luangphiphat, B Faltin, I Skalidis, ...

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AngioPy Segmentation: An open-source, user-guided deep learning tool for coronary artery segmentation ›

2025 International journal of cardiology 418, 132598 12 citations

Auteurs T Mahendiran, D Thanou, O Senouf, Y Jamaa, S Fournier, B De Bruyne, ...

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Boolformer: Symbolic regression of logic functions with transformers ›

2025 2nd AI for Math Workshop@ ICML 2025 14 citations

Auteurs S d'Ascoli, A Renard, V Papadopoulos, S Bengio, JM Susskind, E Abbe

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Transformation-invariant learning and theoretical guarantees for OOD generalization ›

2024 Advances in Neural Information Processing Systems 37, 108649-108673 9 citations

Auteurs O Montasser, H Shao, E Abbe

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How far can transformers reason? the globality barrier and inductive scratchpad ›

2024 Advances in Neural Information Processing Systems 37, 27850-27895 61 citations

Auteurs E Abbe, S Bengio, A Lotfi, C Sandon, O Saremi

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Polynomial Freiman-Ruzsa, Reed-Muller codes and Shannon capacity ›

2024 arXiv preprint arXiv:2411.13493 1 citations

Auteurs E Abbe, C Sandon, V Shashkov, M Viazovska

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Gender bias in AI's perception of cardiovascular risk ›

2024 Journal of medical Internet research 26, e54242 13 citations

Auteurs M Achtari, A Salihu, O Muller, E Abbé, C Clair, J Schwarz, S Fournier

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Chain-of-sketch: Enabling global visual reasoning ›

2024 arXiv preprint arXiv:2410.08165 4 citations

Auteurs A Lotfi, E Fini, S Bengio, M Nabi, E Abbe

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angioPy: an open-source, deep learning-driven tool for coronary artery segmentation ›

2024 European Heart Journal 45 (Supplement_1), ehae666. 1380

Auteurs T Mahendiran, D Thanou, O Senouf, Y Jamaa, S Fournier, B De Bruyne, ...

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Assessing the need for coronary angiography in high-risk acute coronary syndrome patients using artificial intelligence and computed tomography ›

2024 European Heart Journal 45 (Supplement_1), ehae666. 2329 1 citations

Auteurs A Salihu, A Cagnina, D Meier, I Skalidis, W Luangphiphat, B Faltin, ...

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On the minimal degree bias in generalization on the unseen for non-boolean functions ›

2024 arXiv preprint arXiv:2406.06354 1 citations

Auteurs D Pushkin, R Berthier, E Abbe

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When can transformers reason with abstract symbols? ›

2024 International Conference on Learning Representations 2024, 6617-6665 30 citations

Auteurs E Boix-Adsera, O Saremi, E Abbe, S Bengio, E Littwin, J Susskind

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Graph neural network based future clinical events prediction from invasive coronary angiography ›

2024 2024 IEEE International Symposium on Biomedical Imaging (ISBI), 1-5 4 citations

Auteurs X Sun, T Belmpas, O Senouf, E Abbé, P Frossard, B De Bruyne, O Muller, ...

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Anatomy-informed multimodal learning for myocardial infarction prediction ›

2024 IEEE open journal of engineering in medicine and biology 5, 837-845 5 citations

Auteurs ID Sievering, O Senouf, T Mahendiran, D Nanchen, S Fournier, O Muller, ...

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A study of ChatGPT in facilitating Heart Team decisions on severe aortic stenosis ›

2024 EuroIntervention 20 (8), e496 32 citations

Auteurs A Salihu, D Meier, N Noirclerc, I Skalidis, S Mauler-Wittwer, F Recordon, ...

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Weak decoding and symmetries ›

2024 International Zurich Seminar on Information and Communication (IZS 2024 …

Auteurs E Abbe, C Sandon

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Visual Scratchpads: Enabling Global Reasoning in Vision ›

2024

Auteurs A Lotfi, E Fini, S Bengio, M Nabi, E Abbe

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Generalization on the unseen, logic reasoning and degree curriculum ›

2024 Journal of Machine Learning Research 25 (331), 1-58 103 citations

Auteurs E Abbe, S Bengio, A Lotfi, K Rizk

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Provable advantage of curriculum learning on parity targets with mixed inputs ›

2023 Advances in Neural Information Processing Systems 36, 24291-24321 32 citations

Auteurs E Abbe, E Cornacchia, A Lotfi

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Transformers learn through gradual rank increase ›

2023 Advances in Neural Information Processing Systems 36, 24519-24551 42 citations

Auteurs E Boix-Adsera, E Littwin, E Abbe, S Bengio, J Susskind

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Reed-Muller codes have vanishing bit-error probability below capacity: a simple tighter proof via camellia boosting ›

2023 arXiv preprint arXiv:2312.04329 7 citations

Auteurs E Abbe, C Sandon

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Towards AI-assisted cardiology: a reflection on the performance and limitations of using large language models in clinical decision-making ›

2023 EuroIntervention 19 (10), e798 22 citations

Auteurs A Salihu, MA Gadiri, I Skalidis, D Meier, D Auberson, A Fournier, ...

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A proof that Reed-Muller codes achieve Shannon capacity on symmetric channels ›

2023 2023 IEEE 64th Annual Symposium on Foundations of Computer Science (FOCS … 59 citations

Auteurs E Abbe, C Sandon

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ChatGPT takes on the European exam in core cardiology: an AI success story ›

2023 European Heart Journal 44 (Supplement_2), ehad655. 2925 1 citations

Auteurs I Skalidis, A Cagnina, O Luangphiphat, O Muller, E Abbe, S Fournier

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Polynomial‐time universality and limitations of deep learning ›

2023 Communications on Pure and Applied Mathematics 76 (11), 3493-3549 13 citations

Auteurs E Abbe, C Sandon

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System and method for decoding Reed-Muller codes ›

2023 US Patent 11,736,124

Auteurs M Ye, E Abbe

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Sgd learning on neural networks: leap complexity and saddle-to-saddle dynamics ›

2023 The Thirty Sixth Annual Conference on Learning Theory, 2552-2623 221 citations

Auteurs E Abbe, EB Adsera, T Misiakiewicz

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Can Knowledge Transfer Techniques Compensate for the Limited Myocardial Infarction Data by Leveraging Hæmodynamics? An in silico Study ›

2023 International Conference on Artificial Intelligence in Medicine, 218-228

Auteurs R Tenderini, F Betti, OY Senouf, O Muller, S Deparis, A Buffa, E Abbé

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Transformers learn through gradual rank increase. ›

2023 NeurIPS 36 32 citations

Auteurs E Abbe, S Bengio, E Boix-Adsera, E Littwin, JM Susskind

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Les dispositifs intelligents et l’IA en cardiologie peuvent-ils améliorer la pratique clinique?[Can smart devices and AI in cardiology improve clinical practice?] ›

2023 Revue medicale suisse 19 (828), 1041-1046 2 citations

Auteurs N Maurizi, I Skalidis, D Auberson, T Mahendiran, S Fournier, E Abbe, ...

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Can smart devices and AI in cardiology improve clinical practice? ›

2023 Revue medicale suisse 19 (828), 1041-1046 2 citations

Auteurs N Maurizi, I Skalidis, D Auberson, T Mahendiran, S Fournier, E Abbe, ...

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ChatGPT takes on the European Exam in Core Cardiology: an artificial intelligence success story? ›

2023 European Heart Journal-Digital Health 4 (3), 279-281 147 citations

Auteurs I Skalidis, A Cagnina, W Luangphiphat, T Mahendiran, O Muller, E Abbe, ...

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THE ANNALS ›

2023 The Annals of Statistics 51 (2)

Auteurs PC BELLEC, C ZHANG, A FINKE, AH THIERY, A ROHDE, ...

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Learning sparse graphons and the generalized Kesten–Stigum threshold ›

2023 The Annals of Statistics 51 (2), 599-623 5 citations

Auteurs E Abbe, S Li, A Sly

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Wireless Network Optimization by Perron-Frobenius Theory ›

2023 Foundations and Trends in Communications and Information Theory 20 (1-2), 1-156

Auteurs E Abbe, O Sberlo, A Shpilka, M Ye

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Deep learning-based prediction of future myocardial infarction using invasive coronary angiography: a feasibility study ›

2023 Open Heart 10 (1) 20 citations

Auteurs T Mahendiran, D Thanou, O Senouf, D Meier, N Dayer, F Aminfar, ...

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Inferring cardiovascular biomarkers with hybrid model learning ›

2023 NeurIPS 2023 Workshop on Deep Learning and Inverse Problems 2 citations

Auteurs O Senouf, J Behrmann, JH Jacobsen, P Frossard, E Abbe, A Wehenkel

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Reed-muller codes ›

2023 Now Publishers 34 citations

Auteurs E Abbe, O Sberlo, A Shpilka, M Ye

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On the non-universality of deep learning: quantifying the cost of symmetry ›

2022 Advances in Neural Information Processing Systems 35, 17188-17201 38 citations

Auteurs E Abbe, E Boix-Adsera

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Learning to reason with neural networks: Generalization, unseen data and boolean measures ›

2022 Advances in Neural Information Processing Systems 35, 2709-2722 24 citations

Auteurs E Abbe, S Bengio, E Cornacchia, J Kleinberg, A Lotfi, M Raghu, C Zhang

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Attention-based learning of views fusion applied to myocardial infarction diagnosis from x-ray CT ›

2022 MedNeurIPS

Auteurs J Gwizdala, O Senouf, D Auberson, D Meier, D Rotzinger, S Fournier, ...

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An lp theory of PCA and spectral clustering ›

2022 The Annals of Statistics 50 (4), 2359-2385 124 citations

Auteurs E Abbe, c Fan, K Wang

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An initial alignment between neural network and target is needed for gradient descent to learn ›

2022 International Conference on Machine Learning, 33-52 15 citations

Auteurs E Abbe, E Cornacchia, J Hazla, C Marquis

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The merged-staircase property: a necessary and nearly sufficient condition for sgd learning of sparse functions on two-layer neural networks ›

2022 Conference on Learning Theory, 4782-4887 239 citations

Auteurs E Abbe, EB Adsera, T Misiakiewicz

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Binary perceptron: efficient algorithms can find solutions in a rare well-connected cluster ›

2022 Proceedings of the 54th annual ACM SIGACT symposium on theory of computing … 61 citations

Auteurs E Abbe, S Li, A Sly

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An Alon-Boppana theorem for powered graphs, generalized Ramanujan graphs and robust community detection ›

2022 International Zurich Seminar on Information and Communication (IZS 2022 … 1 citations

Auteurs E Abbe, P Ralli

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Proof of the contiguity conjecture and lognormal limit for the symmetric perceptron ›

2022 2021 IEEE 62nd Annual Symposium on Foundations of Computer Science (FOCS … 71 citations

Auteurs E Abbe, S Li, A Sly

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L'intelligence artificielle et la cardiologie: la machine est lancée ›

2022

Auteurs O Muller, E Abbé, F Mach

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The staircase property: How hierarchical structure can guide deep learning ›

2021 Advances in Neural Information Processing Systems 34, 26989-27002 106 citations

Auteurs E Abbe, E Boix-Adsera, MS Brennan, G Bresler, D Nagaraj

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On the power of differentiable learning versus PAC and SQ learning ›

2021 Advances in Neural Information Processing Systems 34, 24340-24351 33 citations

Auteurs E Abbe, P Kamath, E Malach, C Sandon, N Srebro

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Almost-Reed–Muller codes achieve constant rates for random errors ›

2021 IEEE Transactions on Information Theory 67 (12), 8034-8050 9 citations

Auteurs E Abbe, J Hązła, I Nachum

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Stochastic block model entropy and broadcasting on trees with survey ›

2021 Conference on Learning Theory, 1-25 18 citations

Auteurs E Abbe, E Cornacchia, Y Gu, Y Polyanskiy

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Quantifying the benefit of using differentiable learning over tangent kernels ›

2021 International Conference on Machine Learning, 7379-7389 61 citations

Auteurs E Malach, P Kamath, E Abbe, N Srebro

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Guest Editorial Special Issue:“From Deletion-Correction to Graph Reconstruction: In Memory of Vladimir I. Levenshtein” ›

2021 IEEE Transactions on Information Theory 67 (6), 3187-3189 1 citations

Auteurs A Barg, L Dolecek, R Gabrys, GOH Katona, J Körner, A McGregor, ...

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Community detection on Euclidean random graphs ›

2021 Information and Inference: A Journal of the IMA 10 (1), 109-160 22 citations

Auteurs E Abbe, F Baccelli, A Sankararaman

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Predicting future myocardial infarction from angiographies with deep learning ›

2021 Advances in Neural Information Processing Systems 34 (NeurIPS 2021) 1 citations

Auteurs D Thanou, OY Senouf, O Raita, E Abbé, P Frossard, F Aminfar, ...

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Reed-Muller codes polarize ›

2020 IEEE Transactions on Information Theory 66 (12), 7311-7332 48 citations

Auteurs E Abbe, M Ye

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Entrywise eigenvector analysis of random matrices with low expected rank ›

2020 Annals of statistics 48 (3), 1452 410 citations

Auteurs E Abbe, J Fan, K Wang, Y Zhong

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Maximum multiscale entropy and neural network regularization ›

2020 arXiv preprint arXiv:2006.14614 2 citations

Auteurs AR Asadi, E Abbe

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Reed–Muller codes: Theory and algorithms ›

2020 IEEE Transactions on Information Theory 67 (6), 3251-3277 141 citations

Auteurs E Abbe, A Shpilka, M Ye

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Polarization in attraction-repulsion models ›

2020 2020 IEEE International Symposium on Information Theory (ISIT), 2765-2770 11 citations

Auteurs E Cornacchia, N Singer, E Abbe

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An alon-boppana theorem for powered graphs and generalized ramanujan graphs ›

2020 arXiv preprint arXiv:2006.11248 3 citations

Auteurs E Abbe, P Ralli

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An information-percolation bound for spin synchronization on general graphs ›

2020 8 citations

Auteurs E Abbe, E Boix-Adserà

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Recursive projection-aggregation decoding of Reed-Muller codes ›

2020 IEEE Transactions on Information Theory 66 (8), 4948-4965 117 citations

Auteurs M Ye, E Abbe

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From Information Inequalities to Computational Lower Bounds in Learning ›

2020 International Zurich Seminar on Information and Communication (IZS 2020 …

Auteurs E Abbé

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Poly-time universality and limitations of deep learning ›

2020 arXiv preprint arXiv:2001.02992 32 citations

Auteurs E Abbe, C Sandon

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System and method for decoding reed-muller codes ›

2020

Auteurs E Abbe

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System and method for decoding reed-muller codes ›

2020

Auteurs M Ye, E Abbe

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An 𝓁p theory of PCA and spectral clustering. ›

2020 CoRR

Auteurs E Abbe, J Fan, K Wang

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On the universality of deep learning ›

2020 Advances in Neural Information Processing Systems 33, 20061-20072 38 citations

Auteurs E Abbe, C Sandon

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Chaining meets chain rule: Multilevel entropic regularization and training of neural networks ›

2020 Journal of Machine Learning Research 21 (139), 1-32 44 citations

Auteurs AR Asadi, E Abbe

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Generalized nonbacktracking bounds on the influence ›

2020 Journal of Machine Learning Research 21 (31), 1-36 1 citations

Auteurs E Abbe, S Kulkarni, EJ Lee

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Graph powering and spectral robustness ›

2020 SIAM Journal on Mathematics of Data Science 2 (1), 132-157 51 citations

Auteurs E Abbe, E Boix-Adsera, P Ralli, C Sandon

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Entropic matroids and their representation ›

2019 Entropy 21 (10), 948 3 citations

Auteurs E Abbe, S Spirkl

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Subadditivity beyond trees and the chi-squared mutual information ›

2019 2019 IEEE International Symposium on Information Theory (ISIT), 697-701 4 citations

Auteurs E Abbe, EB Adserà

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Chaining meets chain rule: Multilevel entropic regularization and training of neural nets ›

2019 arXiv preprint arXiv:1906.11148 3 citations

Auteurs AR Asadi, E Abbe

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Multireference alignment is easier with an aperiodic translation distribution ›

2018 IEEE Transactions on Information Theory 65 (6), 3565-3584 74 citations

Auteurs E Abbe, T Bendory, W Leeb, JM Pereira, N Sharon, A Singer

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Provable limitations of deep learning ›

2018 arXiv preprint arXiv:1812.06369 43 citations

Auteurs E Abbe, C Sandon

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Group synchronization on grids ›

2018 Mathematical Statistics and Learning 1 (3), 227-256 34 citations

Auteurs E Abbe, L Massoulie, A Montanari, A Sly, N Srivastava

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Communication-computation efficient gradient coding ›

2018 International Conference on Machine Learning, 5610-5619 239 citations

Auteurs M Ye, E Abbe

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Proof of the achievability conjectures for the general stochastic block model ›

2018 Communications on Pure and Applied Mathematics 71 (7), 1334-1406 222 citations

Auteurs E Abbe, C Sandon

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Estimation in the group action channel ›

2018 2018 IEEE International Symposium on Information Theory (ISIT), 561-565 51 citations

Auteurs E Abbe, JM Pereira, A Singer

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Supplement to “Entrywise eigenvector analysis of random matrices with low expected rank.” ›

2018 Submitted to the Annals of Statistics 1 citations

Auteurs E Abbe, J Fan, K Wang, Y Zhong

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Chaining mutual information and tightening generalization bounds ›

2018 Advances in Neural Information Processing Systems 31 161 citations

Auteurs A Asadi, E Abbe, S Verdú

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Community detection and stochastic block models: recent developments ›

2018 Journal of Machine Learning Research 18 (177), 1-86 2008 citations

Auteurs E Abbe

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Entropies of weighted sums in cyclic groups and an application to polar codes ›

2017 Entropy 19 (9), 235 17 citations

Auteurs E Abbe, J Li, M Madiman

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Polarization of the Rényi Information Dimension with applications to compressed sensing ›

2017 IEEE Transactions on Information Theory 63 (11), 6858-6868 4 citations

Auteurs S Haghighatshoar, E Abbe

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Compressing data on graphs with clusters ›

2017 2017 IEEE International Symposium on Information Theory (ISIT), 1583-1587 35 citations

Auteurs AR Asadi, E Abbe, S Verdú

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Sample complexity of the boolean multireference alignment problem ›

2017 2017 IEEE International Symposium on Information Theory (ISIT), 1316-1320 30 citations

Auteurs E Abbe, JM Pereira, A Singer

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Asymptotic mutual information for the balanced binary stochastic block model ›

2017 Information and Inference: A Journal of the IMA 6 (2), 125-170 132 citations

Auteurs Y Deshpande, E Abbe, A Montanari

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Compressing data on graphs with clusters ›

2017 Proc. of the International Symposium on Information Theory (to appear) 3 citations

Auteurs E Abbe, S Verdú

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Nonbacktracking bounds on the influence in independent cascade models ›

2017 Advances in Neural Information Processing Systems 30 8 citations

Auteurs E Abbe, S Kulkarni, EJ Lee

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Graph compression: The effect of clusters ›

2016 2016 54th Annual Allerton Conference on Communication, Control, and … 30 citations

Auteurs E Abbe

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Crossing the KS threshold in the stochastic block model with information theory ›

2016 2016 IEEE International Symposium on Information Theory (ISIT), 840-844 17 citations

Auteurs E Abbe, C Sandon

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Asymptotic mutual information for the binary stochastic block model ›

2016 2016 IEEE International Symposium on Information Theory (ISIT), 185-189 46 citations

Auteurs Y Deshpande, E Abbe, A Montanari

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Spectral bounds for independent cascade model with sensitive edges ›

2016 2016 Annual Conference on Information Science and Systems (CISS), 649-653 10 citations

Auteurs EJ Lee, S Kamath, E Abbe, SR Kulkarni

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Detecting community structures in hi-c genomic data ›

2016 2016 Annual Conference on Information Science and Systems (CISS), 584-589 63 citations

Auteurs I Cabreros, E Abbe, A Tsirigos

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Linear boolean classification, coding and the critical problem ›

2016 IEEE Transactions on Information Theory 62 (4), 1667-1673 12 citations

Auteurs E Abbe, N Alon, AS Bandeira, C Sandon

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CAREER: Information-Theoretic Foundations of Community Detection and Graphical Channels ›

2016 NSF Award Number 1552131. Directorate for Computer and Information Science …

Auteurs EA Abbe

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Achieving the KS threshold in the general stochastic block model with linearized acyclic belief propagation ›

2016 Advances in Neural Information Processing Systems 29 61 citations

Auteurs E Abbe, C Sandon

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Entropies of weighted sums and applications to polar codes ›

2015 ArXiv Prepr. ArXiv151200135 2 citations

Auteurs E Abbe, J Li, M Madiman

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2015 Index IEEE Transactions on Circuits and Systems II: Express Briefs Vol. 62 ›

2015 IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS—II: EXPRESS BRIEFS 62 (12), 1205

Auteurs M Aamir, E Abbe, T Abraham, MO Ahmad, CK Ahn, H Alasti, G Allan, ...

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Community detection in general stochastic block models: Fundamental limits and efficient algorithms for recovery ›

2015 2015 IEEE 56th annual symposium on foundations of computer science, 670-688 567 citations

Auteurs E Abbe, C Sandon

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Exact recovery in the stochastic block model ›

2015 IEEE Transactions on information theory 62 (1), 471-487 826 citations

Auteurs E Abbe, AS Bandeira, G Hall

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Polar coding for secret-key generation ›

2015 IEEE Transactions on Information Theory 61 (11), 6213-6237 147 citations

Auteurs RA Chou, MR Bloch, E Abbe

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Asymptotic mutual information for the two-groups stochastic block model ›

2015 arXiv preprint arXiv:1507.08685 61 citations

Auteurs Y Deshpande, E Abbe, A Montanari

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ISIT 2015 Tutorial: Information Theory and Machine Learning ›

2015

Auteurs E Abbe, M Wainwright

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High-girth matrices and polarization ›

2015 2015 IEEE International Symposium on Information Theory (ISIT), 2461-2465 7 citations

Auteurs E Abbe, Y Wigderson

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Reed-Muller codes for random erasures and errors ›

2015 Proceedings of the forty-seventh annual ACM symposium on Theory of Computing … 120 citations

Auteurs E Abbe, A Shpilka, A Wigderson

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Randomness and Dependencies Extraction via Polarization, With Applications to Slepian–Wolf Coding and Secrecy ›

2015 IEEE Transactions on Information Theory 61 (5), 2388-2398 47 citations

Auteurs E Abbe

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Concentration of the number of solutions of random planted CSPs and Goldreich's one-way candidates ›

2015 arXiv preprint arXiv:1504.08316

Auteurs E Abbe, K Edwards

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Statistical ADC enhanced by pipelining and subranging ›

2015 IEEE Transactions on Circuits and Systems II: Express Briefs 62 (6), 538-542 8 citations

Auteurs S Tao, E Abbe, N Verma

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IEEE 56th Annual Symposium on Foundations of Computer Science (FOCS), 2015 ›

2015 IEEE, Piscataway 8 citations

Auteurs E Abbe, C Sandon

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Recovering communities in the general stochastic block model without knowing the parameters ›

2015 Advances in neural information processing systems 28 122 citations

Auteurs E Abbe, C Sandon

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Polar codes for broadcast channels ›

2014 IEEE Transactions on Information Theory 61 (2), 758-782 136 citations

Auteurs N Goela, E Abbe, M Gastpar

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Data Managment Systems And Processing For Financial Risk Analysis ›

2014 US Patent App. 14/453,446 8 citations

Auteurs E Abbe, A Khandani, AW Lo

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Decoding binary node labels from censored edge measurements: Phase transition and efficient recovery ›

2014 IEEE Transactions on Network Science and Engineering 1 (1), 10-22 151 citations

Auteurs E Abbe, AS Bandeira, A Bracher, A Singer

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On the concentration of the number of solutions of random satisfiability formulas ›

2014 Random Structures & Algorithms 45 (3), 362-382 31 citations

Auteurs E Abbe, A Montanari

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Two Shannon-type problems on secure multi-party computations ›

2014 2014 52nd Annual Allerton Conference on Communication, Control, and … 13 citations

Auteurs EJ Lee, E Abbe

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Linear inverse problems on Erdős-Rényi graphs: Information-theoretic limits and efficient recovery ›

2014 2014 IEEE International Symposium on Information Theory, 1251-1255 17 citations

Auteurs E Abbe, AS Bandeira, A Bracher, A Singer

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Index IEEE Transactions on Network Science and Engineering Vol. ›

2014 Power 53, 66

Auteurs E Abbe, Z Aminzare, AS Bandeira, M Barahona, A Bracher, M Chiang, ...

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A new entropy power inequality for integer-valued random variables ›

2014 IEEE transactions on information theory 60 (7), 3787-3796 44 citations

Auteurs S Haghighatshoar, E Abbe, IE Telatar

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Polynomial complexity of polar codes for non-binary alphabets, key agreement and Slepian-Wolf coding ›

2014 2014 48th Annual Conference on Information Sciences and Systems (CISS), 1-6 2 citations

Auteurs J Liu, E Abbe

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A Shannon approach to secure multi-party computations ›

2014 arXiv preprint arXiv:1401.7360 10 citations

Auteurs EJ Lee, E Abbe

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COPYRIGHT INFORMATION ›

2014

Auteurs S Bubeck, V Chandrasekaran, M Chiang, T Courtade, P Cuff, A Dimakis, ...

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Entropic and informatic matroids ›

2014 1 citations

Auteurs E Abbe

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The mutual information of a class of graphical channels ›

2013 2013 51st Annual Allerton Conference on Communication, Control, and … 2 citations

Auteurs E Abbe, A Montanari

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Conditional random fields, planted constraint satisfaction and entropy concentration ›

2013 International Workshop on Approximation Algorithms for Combinatorial … 74 citations

Auteurs E Abbe, A Montanari

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Polarization of the Rényi information dimension for single and multi terminal analog compression ›

2013 2013 IEEE International Symposium on Information Theory, 779-783 15 citations

Auteurs S Haghighatshoar, E Abbe

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Conditional Random Fields, Planted Satisfaction, and Entropy Concentration ›

2013 CoRR

Auteurs E Abbe, A Montanari

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Data managment systems and processing for financial risk analysis ›

2013 US Patent App. 13/252,944 16 citations

Auteurs E Abbe, AE Khandani, AW Lo

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2012 Index IEEE Transactions on Information Theory Vol. 58 ›

2012 IEEE Transactions on Information Theory 58 (12), 7297

Auteurs E Abbe, K Abdel-Ghaffar, KAS Abdel-Ghaffar, A Abdi, N Abedini, ...

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Proof of the outage probability conjecture for MISO channels ›

2012 2012 IEEE Information Theory Workshop, 65-69 26 citations

Auteurs E Abbe, SL Huang, E Telatar

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Low complexity constructions of secret keys using polar coding ›

2012 Proc. 2012 IEEE Information Theory Workshop (ITW 2012), 1-5 10 citations

Auteurs E Abbe

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Adaptive sensing using deterministic partial Hadamard matrices ›

2012 2012 IEEE International Symposium on Information Theory Proceedings, 1842-1846 25 citations

Auteurs S Haghighatshoar, E Abbe, E Telatar

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Privacy-preserving methods for sharing financial risk exposures ›

2012 American Economic Review 102 (3), 65-70 128 citations

Auteurs EA Abbe, AE Khandani, AW Lo

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A coordinate system for Gaussian networks ›

2012 IEEE Transactions on Information Theory 58 (2), 721-733 59 citations

Auteurs E Abbe, L Zheng

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Polar codes for the deterministic broadcast channel ›

2012 22th International Zurich Seminar on Communications (IZS) 11 citations

Auteurs N Goela, E Abbe, M Gastpar

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Polar martingales of maximal spread ›

2012 22th International Zurich Seminar on Communications (IZS) 5 citations

Auteurs E Abbe

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Polar Codes for the m-User Multiple Access Channel ›

2012 IEEE transactions on information theory 58 (8), 5437-5448 212 citations

Auteurs E ABBE, E TELATAR

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Polar coding in networks: Known results and new directions ›

2011 2011 8th International Symposium on Wireless Communication Systems, 577-578

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Polarization and randomness extraction ›

2011 2011 IEEE International Symposium on Information Theory Proceedings, 184-188 22 citations

Auteurs E Abbe

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Polar coding schemes for the AWGN channel ›

2011 2011 IEEE International Symposium on Information Theory Proceedings, 194-198 68 citations

Auteurs E Abbe, A Barron

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Randomness and dependencies extraction via polarization, with applications to Slepian-Wolf coding and secrecy ›

2011 arXiv preprint arXiv:1102.1247 1 citations

Auteurs E Abbe

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Mutual information, matroids and extremal dependencies ›

2010 arXiv preprint arXiv:1012.4755 9 citations

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Universal polar coding and sparse recovery ›

2010 arXiv preprint arXiv:1012.0367 2 citations

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2010 Index IEEE Transactions on Information Theory Vol. 56 ›

2010 IEEE Transactions on Information Theory 56 (12), 6517

Auteurs E Abbe, K Abdel-Ghaffar, KAS Abdel-Ghaffar, F Abdelkefi, T Abualrub, ...

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Linear universal decoding for compound channels ›

2010 IEEE Transactions on Information Theory 56 (12), 5999-6013 32 citations

Auteurs E Abbe, L Zheng

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Universal a posteriori metrics game ›

2010 2010 IEEE Information Theory Workshop, 1-5 1 citations

Auteurs E Abbe, R Pulikkoonattu

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Universal source polarization and sparse recovery ›

2010 2010 IEEE Information Theory Workshop, 1-5 14 citations

Auteurs E Abbe

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Polar codes for the m-user multiple access channel and matroids ›

2010 International Zurich Seminar on Communications (IZS) 1 citations

Auteurs E Abbe, E Telatar

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Coding along Hermite polynomials for interference channels ›

2009 2009 IEEE Information Theory Workshop, 584-588 4 citations

Auteurs EA Abbe, L Zheng

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Coding along Hermite polynomials for Gaussian noise channels ›

2009 2009 IEEE International Symposium on Information Theory, 1644-1648 15 citations

Auteurs EA Abbe, L Zheng

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Linear Universal Decoding for Compound Channels: a Local to Global Geometric Approach ›

2008 arXiv preprint arXiv:0809.5217 5 citations

Auteurs E Abbe, L Zheng

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Linear universal decoding for compound channels: an Euclidean Geometric Approach ›

2008 2008 IEEE International Symposium on Information Theory, 1098-1102 3 citations

Auteurs E Abbe, L Zheng

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Local to global geometric methods in information theory ›

2008 Massachusetts Institute of Technology 14 citations

Auteurs EA Abbe

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Normalization and correlation of cross-nested logit models ›

2007 Transportation Research Part B: Methodological 41 (7), 795-808 102 citations

Auteurs E Abbe, M Bierlaire, T Toledo

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Finding the best mismatched detector for channel coding and hypothesis testing ›

2007 2007 Information Theory and Applications Workshop, 284-288 16 citations

Auteurs E Abbe, M Médard, S Meyn, L Zheng

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Geometry of mismatched decoders ›

2007 Submitted to IEEE International Symposium on Information Theory 2 citations

Auteurs E Abbe, M Médard, S Meyn, L Zheng

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Thresholds in Random Graphs and k-sat ›

2006

Auteurs E Abbe

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The algebra of MIMO channels ›

2005 2005 43rd Allerton Conference on Communication, Control, and Computing … 11 citations

Auteurs E Abbe, E Telatar, L Zheng

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Normalization and correlation of cross-nested logit models ›

2005 European Transport Conference

Auteurs T Toledo

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IPG, EPFL ›

Auteurs CAH Polynomials, EA Abbe

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Proof of the Outage Probability Conjecture ›

Auteurs E Abbe

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2023 IEEE 64th Annual Symposium on Foundations of Computer Science (FOCS)| 979-8-3503-1894-4/23/$31.00© 2023 IEEE| DOI: 10.1109/FOCS57990. 2023.00149 ›

Auteurs E Abbe, A Acuaviva, AM Ahmadinejad, A Andoni, B Applebaum, G Arnon, ...

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2021 IEEE 62nd Annual Symposium on Foundations of Computer Science (FOCS)| 978-1-6654-2055-6/22/$31.00© 2022 IEEE| DOI: 10.1109/FOCS52979. 2021.00128 ›

Auteurs E Abbe, D Abdolazimi, M Abrahamsen, Z Allen-Zhu, N Alon, ...

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Mathématiques et détection de communautés ›

Auteurs O Jecker, E Abbé, N Papageorgiou

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The math of detecting communities ›

Auteurs O Jecker, E Abbé, N Papageorgiou

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Mini-course on random graphs ›

Auteurs E Abbe

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Coding Theory ›

Auteurs E Abbe

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Analytic Combinatorics of Random Graphs ›

Auteurs E Abbe, EJ Lee, M Bahrani

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APC536/ELE529: Coding Theory and Random Graphs Course 1: Worst-case source coding ›

Auteurs E Abbe

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FOCS 2013 ›

Auteurs E Abbe, A Abboud, J Abernethy, I Abraham, D Achlioptas, A Adamaszek, ...

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Small codes for large systems: information-‐theoretic privacy preserving content identification ›

Auteurs E Abbe, S Voloshynovskiy

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SHANNON THEORY ›

Auteurs V Kostina, S Verdú, Y Polyanskiy, E Abbe, SL Huang, E Telatar, A Vitanov, ...

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Author Pg. ›

Auteurs E Abbe, K Abdel-Ghaffar, A Abrardo, S Abu-Surra, S Adams, M Ager, ...

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Symmetry and Asymmetry of MIMO Fading Channels ›

Auteurs E Abbe, E Telatar, L Zheng

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