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20232026
most citedFair Streaming Principal Component Analysis: Statistical and Algorithmic Viewpoint

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stat.ML2024

A Unified Confidence Sequence for Generalized Linear Models, with Applications to Bandits

Junghyun Lee, Se-Young Yun, Kwang-Sung Jun

We present a unified likelihood ratio-based confidence sequence (CS) for any (self-concordant) generalized linear model (GLM) that is guaranteed to be convex and numerically tight.…