Generalization error bounds for noisy, iterative algorithms A Pensia, V Jog, PL Loh 2018 IEEE International Symposium on Information Theory (ISIT), 546-550, 2018 | 108 | 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 | 66 | 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 | 49 | 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 | 34 | 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 |
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 |
Persistence of centrality in random growing trees V Jog, PL Loh Random Structures & Algorithms 52 (1), 136-157, 2018 | 25 | 2018 |
The many faces of adversarial risk MS Pydi, V Jog Advances in Neural Information Processing Systems 34, 10000-10012, 2021 | 24 | 2021 |
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 | 18* | 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 |
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 |
On model misspecification and KL separation for Gaussian graphical models V Jog, PL Loh 2015 IEEE International Symposium on Information Theory (ISIT), 1174-1178, 2015 | 14 | 2015 |