Generalization error bounds for noisy, iterative algorithms A Pensia, V Jog, PL Loh
2018 IEEE International Symposium on Information Theory (ISIT), 546-550, 2018
126 2018 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
91 2020 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
85 * 2015 Adversarial risk via optimal transport and optimal couplings MS Pydi, V Jog
International Conference on Machine Learning, 7814-7823, 2020
84 2020 Robust regression with covariate filtering: Heavy tails and adversarial contamination A Pensia, V Jog, PL Loh
Journal of the American Statistical Association, 1-12, 2024
66 2024 Generalization error bounds using Wasserstein distances AT Lopez, V Jog
2018 ieee information theory workshop (ITW), 1-5, 2018
60 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 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
38 2016 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
36 2022 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
36 * 2014 The many faces of adversarial risk MS Pydi, V Jog
Advances in Neural Information Processing Systems 34, 10000-10012, 2021
34 2021 Persistence of centrality in random growing trees V Jog, PL Loh
Random Structures & Algorithms 52 (1), 136-157, 2018
29 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
28 2020 A Geometric Analysis of the AWGN Channel With a V Jog, V Anantharam
IEEE Transactions on Information Theory 62 (8), 4413-4438, 2016
26 2016 An information inequality for the BSSC broadcast channel V Jog, C Nair
2010 Information Theory and Applications Workshop (ITA), 1-8, 2010
23 2010 Communication-constrained hypothesis testing: Optimality, robustness, and reverse data processing inequalities A Pensia, V Jog, PL Loh
IEEE Transactions on Information Theory 70 (1), 389-414, 2023
21 * 2023 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
21 2021 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
20 * 2019 Estimating location parameters in sample-heterogeneous distributions A Pensia, V Jog, PL Loh
Information and Inference: A Journal of the IMA 11 (3), 959-1036, 2022
18 * 2022 Evaluation of radiomics and machine learning in identification of aggressive tumor features in renal cell carcinoma (RCC) S Gurbani, D Morgan, V Jog, L Dreyfuss, M Shen, A Das, EJ Abel, ...
Abdominal Radiology 46, 4278-4288, 2021
17 2021