Search Results for author: Houshuang Chen

Found 2 papers, 0 papers with code

On Interpolating Experts and Multi-Armed Bandits

no code implementations14 Jul 2023 Houshuang Chen, Yuchen He, Chihao Zhang

For a vector $\mathbf{m}=(m_1,\dots, m_K)\in \mathbb{N}^K$, an instance of $\mathbf{m}$-MAB indicates that the arms are partitioned into $K$ groups and the $i$-th group contains $m_i$ arms.

Multi-Armed Bandits

Understanding Bandits with Graph Feedback

no code implementations NeurIPS 2021 Houshuang Chen, Zengfeng Huang, Shuai Li, Chihao Zhang

We propose the notions of the fractional weak domination number $\delta^*$ and the $k$-packing independence number capturing upper bound and lower bound for the regret respectively.

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