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Collaborations and top research areas from the last five years
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Auditing Privacy of Additive Noise Mechanisms Using Linear Predictive Models
Welfert, M., Stromberg, N., Diaz, M., Melbourne, J. & Sankar, L., 2025, ISIT 2025 - 2025 IEEE International Symposium on Information Theory, Proceedings. Institute of Electrical and Electronics Engineers Inc., (IEEE International Symposium on Information Theory - Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Generalized Smooth Stochastic Variational Inequalities: Almost Sure Convergence and Convergence Rates
Vankov, D., Nedić, A. & Sankar, L., 2025, In: Transactions on Machine Learning Research. 2025-SeptemberResearch output: Contribution to journal › Article › peer-review
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OPTIMIZING (L0, L1)-SMOOTH FUNCTIONS BY GRADIENT METHODS
Vankov, D., Rodomanov, A., Nedić, A., Sankar, L. & Stich, S. U., 2025, 13th International Conference on Learning Representations, ICLR 2025. International Conference on Learning Representations, ICLR, p. 39615-39641 27 p. (13th International Conference on Learning Representations, ICLR 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Optimizing Noise Distributions for Differential Privacy
Gilani, A., Gomez, J. F., Asoodeh, S., Calmon, F. P., Kosut, O. & Sankar, L., 2025, In: Proceedings of Machine Learning Research. 267, p. 19505-19522 18 p.Research output: Contribution to journal › Conference article › peer-review
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Reveal-or-Obscure: A Differentially Private Sampling Algorithm for Discrete Distributions
Tasnim, N., Gilani, A., Sankar, L. & Kosut, O., 2025, 2025 IEEE Information Theory Workshop, ITW 2025. Institute of Electrical and Electronics Engineers Inc., (2025 IEEE Information Theory Workshop, ITW 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access
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Collaborative Research: CIF: Medium: Fundamental Limits of Privacy-Enhancing Technologies
Sankar, L. (CoI) & Kosut, O. (PI)
National Science Foundation (NSF)
10/1/23 → 9/30/27
Project: Research project
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Exploiting Physical and Dynamical Structures for Real-time Inference in Electric Power Systems
Sankar, L. (PI) & Kosut, O. (CoI)
National Science Foundation (NSF)
7/1/23 → 6/30/26
Project: Research project
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Collaborative Research: SCH: Fair Federated Representation Learning for Breast Cancer Risk Scoring
Sankar, L. (PI)
National Science Foundation (NSF)
9/15/22 → 8/31/26
Project: Research project
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PSERC: Manager Account
Vittal, V. (CoI), Pal, A. (CoI), Hedman, M. (CoI), Kosut, O. (CoI), Hedman, K. (PI) & Sankar, L. (CoI)
INDUSTRY: Various Consortium Members
11/1/20 → 12/31/26
Project: Research project
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PSERC: Administrative Account
Hedman, K. (PI), Pal, A. (CoI), Kosut, O. (CoI), Hedman, M. (CoI), Vittal, V. (CoI) & Sankar, L. (CoI)
INDUSTRY: Various Consortium Members
11/1/20 → 12/31/26
Project: Research project