Avoiding the Price of Adaptivity: Inference in Linear Contextual Bandits via Stability

This article, sourced from ArXiv, likely presents a research paper. The title suggests a focus on improving the efficiency of inference within the framework of linear contextual bandits. The phrase "price of adaptivity" hints at a trade-off, possibly between exploration and exploitation, or computational cost and performance. The use of "stability" suggests a novel approach to address this trade-off, potentially by improving the robustness or convergence of the inference process.