Improved Regret Bounds of (Multinomial) Logistic Bandits via Regret-to-Confidence-Set Conversion.

Junghyun Lee Se-Young Yun Kwang-Sung Jun

Published in: CoRR (2023)

Keyphrases

regret bounds
probabilistic model
online learning
lower bound
least squares
expert advice
multi armed bandit