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Emmanuel Abbe
Emmanuel Abbe
EPFL
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Año
Community detection and stochastic block models: recent developments
E Abbe
Journal of Machine Learning Research 18 (177), 1-86, 2018
13802018
Exact recovery in the stochastic block model
E Abbe, AS Bandeira, G Hall
IEEE Transactions on information theory 62 (1), 471-487, 2015
7002015
Community detection in general stochastic block models: Fundamental limits and efficient algorithms for recovery
E Abbe, C Sandon
2015 IEEE 56th Annual Symposium on Foundations of Computer Science, 670-688, 2015
4822015
Entrywise eigenvector analysis of random matrices with low expected rank
E Abbe, J Fan, K Wang, Y Zhong
Annals of statistics 48 (3), 1452, 2020
2872020
Communication-computation efficient gradient coding
M Ye, E Abbe
International Conference on Machine Learning, 5610-5619, 2018
1772018
Polar Codes for the-User Multiple Access Channel
E Abbe, E Telatar
IEEE Transactions on Information Theory 58 (8), 5437-5448, 2012
1482012
Detection in the stochastic block model with multiple clusters: proof of the achievability conjectures, acyclic bp, and the information-computation gap
E Abbe, C Sandon
arXiv preprint arXiv:1512.09080, 2015
1382015
Polar coding for secret-key generation
RA Chou, MR Bloch, E Abbe
IEEE Transactions on Information Theory 61 (11), 6213-6237, 2015
1292015
Polar codes for broadcast channels
N Goela, E Abbe, M Gastpar
IEEE Transactions on Information Theory 61 (2), 758-782, 2014
1272014
Decoding binary node labels from censored edge measurements: Phase transition and efficient recovery
E Abbe, AS Bandeira, A Bracher, A Singer
IEEE Transactions on Network Science and Engineering 1 (1), 10-22, 2014
1262014
Chaining mutual information and tightening generalization bounds
A Asadi, E Abbe, S Verdú
Advances in Neural Information Processing Systems 31, 2018
1172018
Recovering communities in the general stochastic block model without knowing the parameters
E Abbe, C Sandon
Advances in neural information processing systems 28, 2015
1082015
Privacy-preserving methods for sharing financial risk exposures
EA Abbe, AE Khandani, AW Lo
American Economic Review 102 (3), 65-70, 2012
1042012
Asymptotic mutual information for the balanced binary stochastic block model
Y Deshpande, E Abbe, A Montanari
Information and Inference: A Journal of the IMA 6 (2), 125-170, 2017
992017
Normalization and correlation of cross-nested logit models
E Abbe, M Bierlaire, T Toledo
Transportation Research Part B: Methodological 41 (7), 795-808, 2007
902007
Reed-Muller codes for random erasures and errors
E Abbe, A Shpilka, A Wigderson
Proceedings of the forty-seventh annual ACM symposium on Theory of Computing …, 2015
882015
The merged-staircase property: a necessary and nearly sufficient condition for sgd learning of sparse functions on two-layer neural networks
E Abbe, EB Adsera, T Misiakiewicz
Conference on Learning Theory, 4782-4887, 2022
802022
Recursive projection-aggregation decoding of Reed-Muller codes
M Ye, E Abbe
IEEE Transactions on Information Theory 66 (8), 4948-4965, 2020
742020
Reed–Muller codes: Theory and algorithms
E Abbe, A Shpilka, M Ye
IEEE Transactions on Information Theory 67 (6), 3251-3277, 2020
722020
Conditional random fields, planted constraint satisfaction and entropy concentration
E Abbe, A Montanari
International Workshop on Approximation Algorithms for Combinatorial …, 2013
682013
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Artículos 1–20