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Scholarly Works - Conferences


Constant Regret Primal-Dual Policy for Multi-way Dynamic Matching

Conference Sigmetrics 2023 Abstract Proceedings of the 2023 ACM Sigmetrics International Conference on Measurement and Modeling of Computer Systems · June 19, 2023 We study a discrete-Time dynamic multi-way matching model. There are finitely many agent types that arrive stochastically and wait to be matched. State-of-The-Art dynamic matching policies in the literature require the knowledge of all system parameters to ... Full text Cite

Learner-Private Convex Optimization

Conference IEEE Transactions on Information Theory · January 1, 2023 Convex optimization with feedback is a framework where a learner relies on iterative queries and feedback to arrive at the minimizer of a convex function. It has gained considerable popularity thanks to its scalability in large-scale optimization and machi ... Full text Cite