Fingerprint
Fingerprint is based on mining the text of the expert's scholarly documents to create an index of weighted terms, which defines the key subjects of each individual researcher.
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Collaborations and top research areas from the last five years
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A Policy Gradient Algorithm for the Risk-Sensitive Exponential Cost MDP
Moharrami, M., Murthy, Y., Roy, A. & Srikant, R., Feb 2025, In: Mathematics of Operations Research. 50, 1, p. 431-458 28 p.Research output: Contribution to journal › Article › peer-review
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A Theoretical Analysis of Soft-Label vs Hard-Label Training in Neural Networks
Mandal, S., Lin, X. & Srikant, R., 2025, In: Proceedings of Machine Learning Research. 283, p. 1078-1089 12 p.Research output: Contribution to journal › Conference article › peer-review
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Convergence of Natural Policy Gradient for a family of infinite-state queueing MDPs
Grosof, I., Maguluri, S. T. & Srikant, R., Sep 2025, In: Queueing Systems. 109, 3, 22.Research output: Contribution to journal › Article › peer-review
Open Access -
Decentralized and Uncoordinated Learning of Stable Matchings: A Game-Theoretic Approach
Rasoul Etesami, S. & Srikant, R., Apr 11 2025, In: Proceedings of the AAAI Conference on Artificial Intelligence. 39, 22, p. 23160-23167 8 p.Research output: Contribution to journal › Conference article › peer-review
Open Access -
GLOBAL CONVERGENCE OF POLICY GRADIENT IN AVERAGE REWARD MDPS
Kumar, N., Murthy, Y., Shufaro, I., Levy, K. Y., Srikant, R. & Mannor, S., 2025, 13th International Conference on Learning Representations, ICLR 2025. International Conference on Learning Representations, ICLR, p. 4537-4567 31 p. (13th International Conference on Learning Representations, ICLR 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Honors & Recognition
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IEEE Koji Kobayashi Computers and Communications Award
Srikant, R. (Recipient), 2019
Prize: Prize/Award
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