conftrace_

full-bandit feedback

3 papers

Explore in graph

Co-occurring keywords

regret bound (1926) combinatorial bandit (37) multi-armed bandit (1098) submodular maximization (143) greedy learning (5) hadamard matrix (4) top-k selection (20) greedy algorithm (242) stochastic reward (17) sample complexity (1169)

Papers

Randomized Greedy Learning for Non-monotone Stochastic Submodular Maximization Under Full-bandit Feedback AISTATS 2023
An explore-then-commit algorithm for submodular maximization under full-bandit feedback UAI 2022
Top-$k$ Combinatorial Bandits with Full-Bandit Feedback ALT 2020