conftrace_

Mohammad Pedramfar

4 papers · 2023–2024 · 2 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (15)

Conferences

NIPS (3) ICLR (1)

Top co-authors

Vaneet Aggarwal (4) Christopher John Quinn (1) Christopher Quinn (1) Yididiya Y. Nadew (1) Ahmadreza Moradipari (1) Modjtaba Shokrian Zini (1)

Keywords

stochastic optimization (1) learning theory (1) reinforcement learning (1) oracle complexity (1) thompson sampling (1) bayesian regret (1) regret bound (1) submodular function (1) frank-wolfe algorithm (1) bayesian regret bound (1) information ratio (1) kolmogorov dimension (1)

Papers

From Linear to Linearizable Optimization: A Novel Framework with Applications to Stationary and Non-stationary DR-submodular Optimization NIPS 2024 Unified Projection-Free Algorithms for Adversarial DR-Submodular Optimization ICLR 2024 Improved Bayesian Regret Bounds for Thompson Sampling in Reinforcement Learning NIPS 2023 A Unified Approach for Maximizing Continuous DR-submodular Functions NIPS 2023