Generalization error bounds for noisy, iterative algorithms A Pensia, V Jog, PL Loh
2018 IEEE International Symposium on Information Theory (ISIT), 546-550, 2018
109 2018 Information-theoretic bounds for exact recovery in weighted stochastic block models using the Renyi divergence V Jog, PL Loh
arXiv preprint arXiv:1509.06418, 2015
79 * 2015 Optimal rates for community estimation in the weighted stochastic block model M Xu, V Jog, PL Loh
The Annals of Statistics 48 (1), 183-204, 2020
71 2020 Adversarial risk via optimal transport and optimal couplings MS Pydi, V Jog
International Conference on Machine Learning, 7814-7823, 2020
70 2020 Generalization error bounds using Wasserstein distances AT Lopez, V Jog
2018 IEEE Information Theory Workshop (ITW), 1-5, 2018
55 2018 An energy harvesting AWGN channel with a finite battery V Jog, V Anantharam
2014 IEEE International Symposium on Information Theory, 806-810, 2014
51 2014 Robust regression with covariate filtering: Heavy tails and adversarial contamination A Pensia, V Jog, PL Loh
arXiv preprint arXiv:2009.12976, 2020
50 2020 Analysis of centrality in sublinear preferential attachment trees via the Crump-Mode-Jagers branching process V Jog, PL Loh
IEEE Transactions on Network Science and Engineering 4 (1), 1-12, 2016
35 2016 The Entropy Power Inequality and Mrs. Gerber's Lemma for Groups of Order V Jog, V Anantharam
IEEE transactions on information theory 60 (7), 3773-3786, 2014
32 * 2014 Unifying the Brascamp-Lieb inequality and the entropy power inequality V Anantharam, V Jog, C Nair
IEEE Transactions on Information Theory 68 (12), 7665-7684, 2022
28 2022 The many faces of adversarial risk MS Pydi, V Jog
Advances in Neural Information Processing Systems 34, 10000-10012, 2021
28 2021 Persistence of centrality in random growing trees V Jog, PL Loh
Random Structures & Algorithms 52 (1), 136-157, 2018
27 2018 Extracting robust and accurate features via a robust information bottleneck A Pensia, V Jog, PL Loh
IEEE Journal on Selected Areas in Information Theory 1 (1), 131-144, 2020
26 2020 A Geometric Analysis of the AWGN Channel With a -Power Constraint V Jog, V Anantharam
IEEE Transactions on Information Theory 62 (8), 4413-4438, 2016
24 2016 An information inequality for the BSSC broadcast channel V Jog, C Nair
2010 Information Theory and Applications Workshop (ITA), 1-8, 2010
22 2010 Channels, remote estimation and queueing systems with a utilization-dependent component: A unifying survey of recent results V Jog, RJ La, M Lin, NC Martins
arXiv preprint arXiv:1905.04362, 2019
19 * 2019 An information inequality and evaluation of Marton's inner bound for binary input broadcast channels Y Geng, V Jog, C Nair, ZV Wang
IEEE transactions on information theory 59 (7), 4095-4105, 2013
16 2013 Teaching and learning in uncertainty V Jog, PL Loh
IEEE Transactions on Information Theory 67 (1), 598-615, 2020
15 2020 Robustifying deep networks for medical image segmentation Z Liu, J Zhang, V Jog, PL Loh, AB McMillan
Journal of digital imaging 34, 1279-1293, 2021
14 2021 Computing and maximizing influence in linear threshold and triggering models JT Khim, V Jog, PL Loh
Advances in Neural Information Processing Systems 29, 2016
14 2016