17 citations · 17 across the 2 of their papers we have counts for
2 papers
cs.LG2019
Contextual Bandits with Random Projection
Xiaotian Yu
Contextual bandits with linear payoffs, which are also known as linear bandits, provide a powerful alternative for solving practical problems of sequential decisions, e.g., online…
cs.LG2018★ 17 cited
Almost Optimal Algorithms for Linear Stochastic Bandits with Heavy-Tailed Payoffs
Han Shao, Xiaotian Yu, Irwin King +1
In linear stochastic bandits, it is commonly assumed that payoffs are with sub-Gaussian noises. In this paper, under a weaker assumption on noises, we study the problem of \underli…