| 2025 | ICLR | Optimizing (L0, L1)-Smooth Functions by Gradient Methods. | Daniil Vankov, Anton Rodomanov, Angelia Nedich, Lalitha Sankar, Sebastian U. Stich |
| 2025 | ICML | Optimizing Noise Distributions for Differential Privacy. | Atefeh Gilani, Juan Felipe Gmez, Shahab Asoodeh, Flvio P. Calmon, Oliver Kosut, Lalitha Sankar |
| 2025 | ISIT | Auditing Privacy of Additive Noise Mechanisms Using Linear Predictive Models. | Monica Welfert, Nathan Stromberg, Mario Daz, James Melbourne, Lalitha Sankar |
| 2025 | ITW | Reveal-or-Obscure: A Differentially Private Sampling Algorithm for Discrete Distributions. | Naima Tasnim, Atefeh Gilani, Lalitha Sankar, Oliver Kosut |
| 2024 | ICML | Generalized Smooth Variational Inequalities: Methods with Adaptive Stepsizes. | Daniil Vankov, Angelia Nedich, Lalitha Sankar |
| 2024 | ISIT | Differential-Privacy Capacity. | Wael Alghamdi, Shahab Asoodeh, Flvio P. Calmon, Oliver Kosut, Lalitha Sankar |
| 2024 | ISIT | Theoretical Guarantees of Data Augmented Last Layer Retraining Methods. | Monica Welfert, Nathan Stromberg, Lalitha Sankar |
| 2023 | AISTATS | Smoothly Giving up: Robustness for Simple Models. | Tyler Sypherd, Nathaniel Stromberg, Richard Nock, Visar Berisha, Lalitha Sankar |
| 2023 | ICML | The Saddle-Point Method in Differential Privacy. | Wael Alghamdi, Juan Felipe Gmez, Shahab Asoodeh, Flvio P. Calmon, Oliver Kosut, Lalitha Sankar |
| 2023 | ISIT | Optimal Multidimensional Differentially Private Mechanisms in the Large-Composition Regime. | Wael Alghamdi, Shahab Asoodeh, Flvio P. Calmon, Juan Felipe Gmez, Oliver Kosut, Lalitha Sankar |
| 2023 | ISIT | Schrdinger Mechanisms: Optimal Differential Privacy Mechanisms for Small Sensitivity. | Wael Alghamdi, Shahab Asoodeh, Flvio P. Calmon, Juan Felipe Gmez, Oliver Kosut, Lalitha Sankar |
| 2023 | ISIT | (αD, αG)-GANs: Addressing GAN Training Instabilities via Dual Objectives. | Monica Welfert, Kyle Otstot, Gowtham R. Kurri, Lalitha Sankar |
| 2023 | WSC | Parameter Optimization with Conscious Allocation (POCA). | Joshua Inman, Tanmay Khandait, Giulia Pedrielli, Lalitha Sankar |
| 2022 | ICML | Being Properly Improper. | Tyler Sypherd, Richard Nock, Lalitha Sankar |
| 2022 | ISIT | Cactus Mechanisms: Optimal Differential Privacy Mechanisms in the Large-Composition Regime. | Wael Alghamdi, Shahab Asoodeh, Flvio P. Calmon, Oliver Kosut, Lalitha Sankar, Fei Wei |
| 2022 | ISIT | A Variational Formula for Infinity-Rnyi Divergence with Applications to Information Leakage. | Gowtham R. Kurri, Oliver Kosut, Lalitha Sankar |
| 2022 | ISIT | α-GAN: Convergence and Estimation Guarantees. | Gowtham R. Kurri, Monica Welfert, Tyler Sypherd, Lalitha Sankar |
| 2022 | ITW | An Alphabet of Leakage Measures. | Atefeh Gilani, Gowtham R. Kurri, Oliver Kosut, Lalitha Sankar |
| 2021 | ISIT | Neural Network-based Estimation of the MMSE. | Mario Daz, Peter Kairouz, Jiachun Liao, Lalitha Sankar |
| 2021 | ISIT | Evaluating Multiple Guesses by an Adversary via a Tunable Loss Function. | Gowtham R. Kurri, Oliver Kosut, Lalitha Sankar |
| 2021 | ITW | Realizing GANs via a Tunable Loss Function. | Gowtham R. Kurri, Tyler Sypherd, Lalitha Sankar |
| 2020 | ISIT | A Better Bound Gives a Hundred Rounds: Enhanced Privacy Guarantees via f-Divergences. | Shahab Asoodeh, Jiachun Liao, Flvio P. Calmon, Oliver Kosut, Lalitha Sankar |
| 2020 | ISIT | On the α-loss Landscape in the Logistic Model. | Tyler Sypherd, Mario Daz, Lalitha Sankar, Gautam Dasarathy |
| 2019 | ISIT | Robustness of Maximal α-Leakage to Side Information. | Jiachun Liao, Lalitha Sankar, Oliver Kosut, Flvio P. Calmon |
| 2019 | ISIT | A Tunable Loss Function for Binary Classification. | Tyler Sypherd, Mario Daz, Lalitha Sankar, Peter Kairouz |
| 2018 | ACSSC | Generative Adversarial Privacy: A Data-Driven Approach to Information-Theoretic Privacy. | Chong Huang, Peter Kairouz, Lalitha Sankar |
| 2018 | ISIT | A Tunable Measure for Information Leakage. | Jiachun Liao, Oliver Kosut, Lalitha Sankar, Flvio P. Calmon |
| 2018 | ISIT | The Utility Cost of Robust Privacy Guarantees. | Hao Wang, Mario Daz, Flvio P. Calmon, Lalitha Sankar |
| 2018 | ITW | Privacy Under Hard Distortion Constraints. | Jiachun Liao, Oliver Kosut, Lalitha Sankar, Flvio P. Calmon |
| 2017 | ISIT | On information-theoretic privacy with general distortion cost functions. | Kousha Kalantari, Lalitha Sankar, Oliver Kosut |
| 2017 | ISIT | Hypothesis testing under maximal leakage privacy constraints. | Jiachun Liao, Lalitha Sankar, Flvio P. Calmon, Vincent Y. F. Tan |
| 2016 | CISS | Incentive mechanisms for privacy-sensitive electricity consumers with alternative energy sources. | Chong Huang, Lalitha Sankar |
| 2016 | ISIT | Optimal differential privacy mechanisms under Hamming distortion for structured source classes. | Kousha Kalantari, Lalitha Sankar, Anand D. Sarwate |
| 2014 | ISIT | New results on third-order coding rate for universal fixed-to-variable source coding. | Oliver Kosut, Lalitha Sankar |
| 2013 | ISIT | Universal fixed-to-variable source coding in the finite blocklength regime. | Oliver Kosut, Lalitha Sankar |
| 2012 | ACSSC | Session TA4b: Signal processing for cyber-security and privacy in networks (invited). | Lalitha Sankar |
| 2012 | ACSSC | Competitive privacy in the smart grid. | Lalitha Sankar, Soummya Kar, H. Vincent Poor |
| 2012 | ICASSP | Twitter vs. printed English: An information-theoretic comparison. | Emma Glennon, Lalitha Sankar, H. Vincent Poor |
| 2012 | ISIT | Distributed estimation in multi-agent networks. | Lalitha Sankar, H. Vincent Poor |
| 2011 | GLOBECOM | Discriminatory Lossy Source Coding: Side Information Privacy. | Ravi Tandon, Lalitha Sankar, H. Vincent Poor |
| 2011 | ISIT | Multi-user privacy: The Gray-Wyner system and generalized common information. | Ravi Tandon, Lalitha Sankar, H. Vincent Poor |
| 2010 | ISIT | A theory of utility and privacy of data sources. | Lalitha Sankar, S. Raj Rajagopalan, H. Vincent Poor |
| 2010 | ITA | Utility and privacy of data sources: Can Shannon help conceal and reveal information? | Lalitha Sankar, S. Raj Rajagopalan, H. Vincent Poor |
| 2009 | ISIT | Information secrecy from multiple eavesdroppers in orthogonal relay channels. | H. Vincent Poor, Lalitha Sankar, Vaneet Aggarwal, A. Robert Calderbank |
| 2008 | ISIT | Sum-capacity of ergodic fading interference and compound multiaccess channels. | Lalitha Sankar, Elza Erkip, H. Vincent Poor |
| 2007 | ISIT | Opportunistic Communications in an Orthogonal Multiaccess Relay Channel. | Lalitha Sankar, Yingbin Liang, H. Vincent Poor, Narayan B. Mandayam |