Community detection and stochastic block models: recent developments E Abbe
Journal of Machine Learning Research 18 (177), 1-86, 2018
1390 2018 Exact recovery in the stochastic block model E Abbe, AS Bandeira, G Hall
IEEE Transactions on information theory 62 (1), 471-487, 2015
701 2015 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
483 2015 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
290 2020 Communication-computation efficient gradient coding M Ye, E Abbe
International Conference on Machine Learning, 5610-5619, 2018
178 2018 Polar Codes for the -User Multiple Access Channel E Abbe, E Telatar
IEEE Transactions on Information Theory 58 (8), 5437-5448, 2012
148 2012 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
138 2015 Polar coding for secret-key generation RA Chou, MR Bloch, E Abbe
IEEE Transactions on Information Theory 61 (11), 6213-6237, 2015
129 2015 Polar codes for broadcast channels N Goela, E Abbe, M Gastpar
IEEE Transactions on Information Theory 61 (2), 758-782, 2014
126 2014 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
126 2014 Chaining mutual information and tightening generalization bounds A Asadi, E Abbe, S Verdú
Advances in Neural Information Processing Systems 31, 2018
117 2018 Recovering communities in the general stochastic block model without knowing the parameters E Abbe, C Sandon
Advances in neural information processing systems 28, 2015
108 2015 Privacy-preserving methods for sharing financial risk exposures EA Abbe, AE Khandani, AW Lo
American Economic Review 102 (3), 65-70, 2012
105 2012 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
101 2017 Normalization and correlation of cross-nested logit models E Abbe, M Bierlaire, T Toledo
Transportation Research Part B: Methodological 41 (7), 795-808, 2007
90 2007 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
88 2015 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
81 2022 Recursive projection-aggregation decoding of Reed-Muller codes M Ye, E Abbe
IEEE Transactions on Information Theory 66 (8), 4948-4965, 2020
74 2020 Reed–Muller codes: Theory and algorithms E Abbe, A Shpilka, M Ye
IEEE Transactions on Information Theory 67 (6), 3251-3277, 2020
73 2020 Conditional random fields, planted constraint satisfaction and entropy concentration E Abbe, A Montanari
International Workshop on Approximation Algorithms for Combinatorial …, 2013
68 2013