| 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 | 90 | 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-Power Constraint 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 |