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Varun Jog
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Cited by
Year
Generalization error bounds for noisy, iterative algorithms
A Pensia, V Jog, PL Loh
2018 IEEE International Symposium on Information Theory (ISIT), 546-550, 2018
1112018
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
80*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
732020
Adversarial risk via optimal transport and optimal couplings
MS Pydi, V Jog
International Conference on Machine Learning, 7814-7823, 2020
722020
Generalization error bounds using Wasserstein distances
AT Lopez, V Jog
2018 IEEE Information Theory Workshop (ITW), 1-5, 2018
552018
Robust regression with covariate filtering: Heavy tails and adversarial contamination
A Pensia, V Jog, PL Loh
arXiv preprint arXiv:2009.12976, 2020
512020
An energy harvesting AWGN channel with a finite battery
V Jog, V Anantharam
2014 IEEE International Symposium on Information Theory, 806-810, 2014
512014
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
362016
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
The many faces of adversarial risk
MS Pydi, V Jog
Advances in Neural Information Processing Systems 34, 10000-10012, 2021
312021
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
292022
Persistence of centrality in random growing trees
V Jog, PL Loh
Random Structures & Algorithms 52 (1), 136-157, 2018
282018
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
262020
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
242016
An information inequality for the BSSC broadcast channel
V Jog, C Nair
2010 Information Theory and Applications Workshop (ITA), 1-8, 2010
222010
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
162013
Teaching and learning in uncertainty
V Jog, PL Loh
IEEE Transactions on Information Theory 67 (1), 598-615, 2020
152020
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
142021
Computing and maximizing influence in linear threshold and triggering models
JT Khim, V Jog, PL Loh
Advances in Neural Information Processing Systems 29, 2016
142016
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