Online Learning and Decision-Making under Generalized Linear Model with High-Dimensional Data

Xue Wang, Mike Mingcheng Wei, Tao Yao

We propose a minimax concave penalized multi-armed bandit algorithm under generalized linear model (G-MCP-Bandit) for a decision-maker facing high-dimensional data in an online lea…