conftrace_

Taylan Kargin

4 papers · 2022–2024 · 3 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

ICML (2) COLT (1) L4DC (1)

Top co-authors

Babak Hassibi (3) Vikrant Malik (2) Joudi Hajar (2) Yingying Li (1) Animashree Anandkumar (1) Kamyar Azizzadenesheli (1) Jing Yu (1) Adam Wierman (1) Sahin Lale (1) Lauren Conger (1)

Keywords

wasserstein distance (1) regret optimization (1) thompson sampling (1) adaptive control (1) regret bound (1) linear quadratic control (1) linear dynamical system (1) infinite horizon (1) distributionally robust control (1) stabilizable lqr (1)

Papers

Infinite-Horizon Distributionally Robust Regret-Optimal Control ICML 2024 Learning the Uncertainty Sets of Linear Control Systems via Set Membership: A Non-asymptotic Analysis ICML 2024 Wasserstein distributionally robust regret-optimal control over infinite-horizon L4DC 2024 Thompson Sampling Achieves $\tilde{O}(\sqrt{T})$ Regret in Linear Quadratic Control COLT 2022