Varun S. Jog

Proceedings of the Thirty Eighth Annual Conference on Learning Theory, 2025

2024

The Many Faces of Adversarial Risk: An Expanded Study.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, January, 2024

Communication-Constrained Hypothesis Testing: Optimality, Robustness, and Reverse Data Processing Inequalities.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, January, 2024

On the Extreme Points of the (0, δ) - Differential Privacy Polytope.

[BibT_eX]

[DOI]

Karan Elangovan

Proceedings of the IEEE International Symposium on Information Theory, 2024

The Sample Complexity of Simple Binary Hypothesis Testing.

[BibT_eX]

[DOI]

Proceedings of the Thirty Seventh Annual Conference on Learning Theory, June 30, 2024

2023

Simple Binary Hypothesis Testing under Local Differential Privacy and Communication Constraints.

[BibT_eX]

[DOI]

Proceedings of the Thirty Sixth Annual Conference on Learning Theory, 2023

2022

Simple Binary Hypothesis Testing under Communication Constraints.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2022

2021

Teaching and Learning in Uncertainty.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2021

Reverse Euclidean and Gaussian Isoperimetric Inequalities for Parallel Sets With Applications.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2021

Robustifying Deep Networks for Medical Image Segmentation.

[BibT_eX]

[DOI]

J. Digit. Imaging, 2021

The Many Faces of Adversarial Risk.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

Extracting Robust and Accurate Features via a Robust Information Bottleneck.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Inf. Theory, 2020

Entropy and Information Inequalities.

[BibT_eX]

[DOI]

James Melbourne

Entropy, 2020

Robust regression with covariate filtering: Heavy tails and adversarial contamination.

[BibT_eX]

[DOI]

CoRR, 2020

Reverse Lebesgue and Gaussian isoperimetric inequalities for parallel sets with applications.

[BibT_eX]

[DOI]

CoRR, 2020

Adversarial Risk via Optimal Transport and Optimal Couplings.

[BibT_eX]

[DOI]

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

Robustifying deep networks for image segmentation.

[BibT_eX]

[DOI]

CoRR, 2019

Estimating location parameters in entangled single-sample distributions.

[BibT_eX]

[DOI]

CoRR, 2019

Channels, Learning, Queueing and Remote Estimation Systems With A Utilization-Dependent Component.

[BibT_eX]

[DOI]

Richard J. La

Nuno C. Martins

CoRR, 2019

Mean estimation for entangled single-sample distributions.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2019

Adversarial Influence Maximization.

[BibT_eX]

[DOI]

Justin Khim

Proceedings of the IEEE International Symposium on Information Theory, 2019

Teaching and learning in uncertainty.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2019

Dual Loomis-Whitney inequalities via information theory.

[BibT_eX]

[DOI]

Jing Hao

Proceedings of the IEEE International Symposium on Information Theory, 2019

Unifying the Brascamp-Lieb Inequality and the Entropy Power Inequality.

[BibT_eX]

[DOI]

Chandra Nair

Proceedings of the IEEE International Symposium on Information Theory, 2019

2018

Intrinsic Entropies of Log-Concave Distributions.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2018

Persistence of centrality in random growing trees.

[BibT_eX]

[DOI]

Random Struct. Algorithms, 2018

Generalization error bounds using Wasserstein distances.

[BibT_eX]

[DOI]

Adrian Tovar Lopez

Proceedings of the IEEE Information Theory Workshop, 2018

Convexity of mutual information along the Ornstein-Uhlenbeck flow.

[BibT_eX]

[DOI]

Andre Wibisono

Proceedings of the International Symposium on Information Theory and Its Applications, 2018

Convexity of Mutual Information Along the Heat Flow.

[BibT_eX]

[DOI]

Andre Wibisono

Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018

Generalization Error Bounds for Noisy, Iterative Algorithms.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018

An Entropy Inequality for Symmetric Random Variables.

[BibT_eX]

[DOI]

Jing Hao

Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018

Graph-Based Ascent Algorithms for Function Maximization.

[BibT_eX]

[DOI]

Proceedings of the 56th Annual Allerton Conference on Communication, 2018

2017

Analysis of Centrality in Sublinear Preferential Attachment Trees via the Crump-Mode-Jagers Branching Process.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Sci. Eng., 2017

Information and estimation in Fokker-Planck channels.

[BibT_eX]

[DOI]

Andre Wibisono

Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

A convolution inequality for entropy over Z2.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

2016

Computationally Efficient Influence Maximization in Stochastic and Adversarial Models: Algorithms and Analysis.

[BibT_eX]

[DOI]

Justin Khim

CoRR, 2016

Analysis of centrality in sublinear preferential attachment trees via the CMJ branching process.

[BibT_eX]

[DOI]

CoRR, 2016

Computing and maximizing influence in linear threshold and triggering models.

[BibT_eX]

[DOI]

Justin T. Khim

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

2015

Convex geometric tools in information theory.

[BibT_eX]

[DOI]

Varun Suhas Jog

PhD thesis, 2015

Information-theoretic bounds for exact recovery in weighted stochastic block models using the Renyi divergence.

[BibT_eX]

[DOI]

CoRR, 2015

On model misspecification and KL separation for Gaussian graphical models.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2015

On the geometry of convex typical sets.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2015

A geometric analysis of the AWGN channel with a (σ, ρ)-power constraint.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2015

Recovering communities in weighted stochastic block models.

[BibT_eX]

[DOI]

Proceedings of the 53rd Annual Allerton Conference on Communication, 2015

2014

An energy harvesting AWGN channel with a finite battery.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014

Convex relative entropy decay in Markov chains.

[BibT_eX]

[DOI]

Proceedings of the 48th Annual Conference on Information Sciences and Systems, 2014

2013

An Information Inequality and Evaluation of Marton's Inner Bound for Binary Input Broadcast Channels.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2013

The Entropy Power Inequality and Mrs. Gerber's Lemma for groups of order 2<sup>n</sup>.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013

2012

The Entropy Power Inequality and Mrs. Gerber's Lemma for Abelian Groups of Order 2^n

[BibT_eX]

[DOI]

CoRR, 2012

2010

An information inequality for the BSSC broadcast channel.

[BibT_eX]

[DOI]