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cs.LG2023★ 1 cited
Tight Memory-Regret Lower Bounds for Streaming Bandits
Shaoang Li, Lan Zhang, Junhao Wang +1
In this paper, we investigate the streaming bandits problem, wherein the learner aims to minimize regret by dealing with online arriving arms and sublinear arm memory. We establish…
cs.LG2022★ 1 cited
Data Origin Inference in Machine Learning
Mingxue Xu, Xiang-Yang Li
It is a growing direction to utilize unintended memorization in ML models to benefit real-world applications, with recent efforts like user auditing, dataset ownership inference an…