conftrace_

Abhishek Kumar Umrawal

3 papers · 2021–2023 · 3 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (14)

Conferences

AAAI (1) CLEAR (1) UAI (1)

Top co-authors

Vaneet Aggarwal (2) Mridul Agarwal (2) Christopher John Quinn (1) Chris Quinn (1) Guanyu Nie (1)

Keywords

regret bound (2) multi-armed bandit (2) causal effect (1) combinatorial bandit (1) causal graph (1) randomized experiment (1) confidence bound (1) full-bandit feedback (1) non-linear reward (1) submodular maximization (1) top-k subset selection (1) online algorithm (1)

Papers

Leveraging Causal Graphs for Blocking in Randomized Experiments CLEAR 2023 An explore-then-commit algorithm for submodular maximization under full-bandit feedback UAI 2022 DART: Adaptive Accept Reject Algorithm for Non-Linear Combinatorial Bandits AAAI 2021