Varun S. Jog

ORCID

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 64

Top Venues

CoRR

ISIT

IEEE Trans. Inf. Theory

Allerton

University of California, Berkeley, USA (PHD)

Education History

University of California, Berkeley, USA

PHD

Publications

Ankit Pensia, Varun S. Jog, Po-Ling Loh
Communication-Constrained Hypothesis Testing: Optimality, Robustness, and Reverse Data Processing Inequalities. IEEE Trans. Inf. Theory 70 (1) (2024)
Ankit Pensia, Varun S. Jog, Po-Ling Loh
The Sample Complexity of Simple Binary Hypothesis Testing. CoRR (2024)
Ankit Pensia, Varun S. Jog, Po-Ling Loh
The Sample Complexity of Simple Binary Hypothesis Testing. COLT (2024)
Muni Sreenivas Pydi, Varun S. Jog
The Many Faces of Adversarial Risk: An Expanded Study. IEEE Trans. Inf. Theory 70 (1) (2024)
Ankit Pensia, Amir-Reza Asadi, Varun S. Jog, Po-Ling Loh
Simple Binary Hypothesis Testing under Local Differential Privacy and Communication Constraints. COLT (2023)
Ankit Pensia, Amir R. Asadi, Varun S. Jog, Po-Ling Loh
Simple Binary Hypothesis Testing under Local Differential Privacy and Communication Constraints. CoRR (2023)
Venkat Anantharam, Varun S. Jog, Chandra Nair
Unifying the Brascamp-Lieb Inequality and the Entropy Power Inequality. IEEE Trans. Inf. Theory 68 (12) (2022)
Ankit Pensia, Varun S. Jog, Po-Ling Loh
Communication-constrained hypothesis testing: Optimality, robustness, and reverse data processing inequalities. CoRR (2022)
Muni Sreenivas Pydi, Varun S. Jog
The Many Faces of Adversarial Risk. CoRR (2022)
Ankit Pensia, Po-Ling Loh, Varun S. Jog
Simple Binary Hypothesis Testing under Communication Constraints. ISIT (2022)
Zheng Liu, Jinnian Zhang, Varun S. Jog, Po-Ling Loh, Alan B. McMillan
Robustifying Deep Networks for Medical Image Segmentation. J. Digit. Imaging 34 (5) (2021)
Muni Sreenivas Pydi, Varun S. Jog
Adversarial Risk via Optimal Transport and Optimal Couplings. IEEE Trans. Inf. Theory 67 (9) (2021)
Varun S. Jog
Reverse Euclidean and Gaussian Isoperimetric Inequalities for Parallel Sets With Applications. IEEE Trans. Inf. Theory 67 (10) (2021)
Varun S. Jog, Po-Ling Loh
Teaching and Learning in Uncertainty. IEEE Trans. Inf. Theory 67 (1) (2021)
Muni Sreenivas Pydi, Varun S. Jog
The Many Faces of Adversarial Risk. NeurIPS (2021)
Varun S. Jog
Reverse Lebesgue and Gaussian isoperimetric inequalities for parallel sets with applications. CoRR (2020)
Ankit Pensia, Varun S. Jog, Po-Ling Loh
Extracting Robust and Accurate Features via a Robust Information Bottleneck. IEEE J. Sel. Areas Inf. Theory 1 (1) (2020)
Varun S. Jog, James Melbourne
Entropy and Information Inequalities. Entropy 22 (3) (2020)
Ankit Pensia, Varun S. Jog, Po-Ling Loh
Robust regression with covariate filtering: Heavy tails and adversarial contamination. CoRR (2020)
Muni Sreenivas Pydi, Varun S. Jog
Adversarial Risk via Optimal Transport and Optimal Couplings. ICML (2020)
Ankit Pensia, Varun S. Jog, Po-Ling Loh
Mean estimation for entangled single-sample distributions. ISIT (2019)
Jing Hao, Varun S. Jog
Dual Loomis-Whitney Inequalities via Information Theory. Entropy 21 (8) (2019)
Ankit Pensia, Varun S. Jog, Po-Ling Loh
Extracting robust and accurate features via a robust information bottleneck. CoRR (2019)
Muni Sreenivas Pydi, Varun S. Jog
Adversarial Risk via Optimal Transport and Optimal Couplings. CoRR (2019)
Varun S. Jog, Richard J. La, Nuno C. Martins
Channels, Learning, Queueing and Remote Estimation Systems With A Utilization-Dependent Component. CoRR (2019)
Zheng Liu, Jinnian Zhang, Varun S. Jog, Po-Ling Loh, Alan B. McMillan
Robustifying deep networks for image segmentation. CoRR (2019)
Justin Khim, Varun S. Jog, Po-Ling Loh
Adversarial Influence Maximization. ISIT (2019)
Varun S. Jog
Teaching and learning in uncertainty. CoRR (2019)
Venkat Anantharam, Varun S. Jog, Chandra Nair
Unifying the Brascamp-Lieb Inequality and the Entropy Power Inequality. ISIT (2019)
Jing Hao, Varun S. Jog
Dual Loomis-Whitney inequalities via information theory. CoRR (2019)
Ankit Pensia, Varun S. Jog, Po-Ling Loh
Estimating location parameters in entangled single-sample distributions. CoRR (2019)
Varun S. Jog
Teaching and learning in uncertainty. ISIT (2019)
Jing Hao, Varun S. Jog
Dual Loomis-Whitney inequalities via information theory. ISIT (2019)
Venkat Anantharam, Varun S. Jog, Chandra Nair
Unifying the Brascamp-Lieb Inequality and the Entropy Power Inequality. CoRR (2019)
Adrian Tovar Lopez, Varun S. Jog
Generalization error bounds using Wasserstein distances. ITW (2018)
Andre Wibisono, Varun S. Jog
Convexity of mutual information along the heat flow. CoRR (2018)
Varun S. Jog, Venkat Anantharam
Intrinsic Entropies of Log-Concave Distributions. IEEE Trans. Inf. Theory 64 (1) (2018)
Ankit Pensia, Varun S. Jog, Po-Ling Loh
Generalization Error Bounds for Noisy, Iterative Algorithms. ISIT (2018)
Ankit Pensia, Varun S. Jog, Po-Ling Loh
Generalization Error Bounds for Noisy, Iterative Algorithms. CoRR (2018)
Andre Wibisono, Varun S. Jog
Convexity of Mutual Information Along the Heat Flow. ISIT (2018)
Muni Sreenivas Pydi, Varun S. Jog, Po-Ling Loh
Graph-Based Ascent Algorithms for Function Maximization. CoRR (2018)
Andre Wibisono, Varun S. Jog
Convexity of mutual information along the Ornstein-Uhlenbeck flow. CoRR (2018)
Jing Hao, Varun S. Jog
An entropy inequality for symmetric random variables. CoRR (2018)
Muni Sreenivas Pydi, Varun S. Jog, Po-Ling Loh
Graph-Based Ascent Algorithms for Function Maximization. Allerton (2018)
Andre Wibisono, Varun S. Jog
Convexity of mutual information along the Ornstein-Uhlenbeck flow. ISITA (2018)
Varun S. Jog, Po-Ling Loh
Persistence of centrality in random growing trees. Random Struct. Algorithms 52 (1) (2018)
Jing Hao, Varun S. Jog
An Entropy Inequality for Symmetric Random Variables. ISIT (2018)
Varun S. Jog, Venkat Anantharam
Intrinsic entropies of log-concave distributions. CoRR (2017)
Andre Wibisono, Varun S. Jog, Po-Ling Loh
Information and estimation in Fokker-Planck channels. ISIT (2017)
Andre Wibisono, Varun S. Jog, Po-Ling Loh
Information and estimation in Fokker-Planck channels. CoRR (2017)
Varun S. Jog
A convolution inequality for entropy over Z2. ISIT (2017)
Varun S. Jog, Po-Ling Loh
Analysis of Centrality in Sublinear Preferential Attachment Trees via the Crump-Mode-Jagers Branching Process. IEEE Trans. Netw. Sci. Eng. 4 (1) (2017)
Justin T. Khim, Varun S. Jog, Po-Ling Loh
Computing and maximizing influence in linear threshold and triggering models. NIPS (2016)
Justin Khim, Varun S. Jog, Po-Ling Loh
Computationally Efficient Influence Maximization in Stochastic and Adversarial Models: Algorithms and Analysis. CoRR (2016)
Varun S. Jog, Venkat Anantharam
A Geometric Analysis of the AWGN Channel With a (σ, ρ)-Power Constraint. IEEE Trans. Inf. Theory 62 (8) (2016)
Varun S. Jog, Po-Ling Loh
Analysis of centrality in sublinear preferential attachment trees via the CMJ branching process. CoRR (2016)
Varun S. Jog, Venkat Anantharam
On the geometry of convex typical sets. ISIT (2015)
Varun S. Jog, Po-Ling Loh
Information-theoretic bounds for exact recovery in weighted stochastic block models using the Renyi divergence. CoRR (2015)
Varun S. Jog, Po-Ling Loh
On model misspecification and KL separation for Gaussian graphical models. CoRR (2015)
Varun S. Jog, Venkat Anantharam
A Geometric Analysis of the AWGN channel with a $(σ, ρ)$-Power Constraint. CoRR (2015)
Varun S. Jog, Po-Ling Loh
Recovering communities in weighted stochastic block models. Allerton (2015)
Varun S. Jog, Po-Ling Loh
Persistence of centrality in random growing trees. CoRR (2015)
Varun S. Jog, Venkat Anantharam
A geometric analysis of the AWGN channel with a (σ, ρ)-power constraint. ISIT (2015)
Varun S. Jog, Po-Ling Loh
On model misspecification and KL separation for Gaussian graphical models. ISIT (2015)
Varun S. Jog, Venkat Anantharam
. IEEE Trans. Inf. Theory 60 (7) (2014)
Varun S. Jog, Venkat Anantharam
Convex relative entropy decay in Markov chains. CISS (2014)
Varun S. Jog, Venkat Anantharam
An energy harvesting AWGN channel with a finite battery. ISIT (2014)
Yanlin Geng, Varun S. Jog, Chandra Nair, Zizhou Vincent Wang
An Information Inequality and Evaluation of Marton's Inner Bound for Binary Input Broadcast Channels. IEEE Trans. Inf. Theory 59 (7) (2013)
Varun S. Jog, Venkat Anantharam
. ISIT (2013)
Varun S. Jog, Venkat Anantharam
The Entropy Power Inequality and Mrs. Gerber's Lemma for Abelian Groups of Order 2^n CoRR (2012)
Varun S. Jog, Chandra Nair
An information inequality for the BSSC broadcast channel. ITA (2010)

Varun S. Jog.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Varun S. Jog