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20112026
most citedA generalized linear mixed model for longitudinal binary data with a marginal logit link function

54 citations · 170 across the 45 of their papers we have counts for

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stat.ML2026

Posterior Tempering Explains Variance Inflation in Linear and Generalized Linear Thompson Sampling

Prateek Jaiswal, Debdeep Pati, Anirban Bhattacharya +1

We study a variant of the Thompson Sampling (TS) algorithm, called -TS, for solving stochastic generalized linear bandit problems. Existing analyses of TS require inflating the…

math.ST2026

Frequentist Regret Analysis of Gaussian Process Thompson Sampling via Fractional Posteriors

Somjit Roy, Prateek Jaiswal, Anirban Bhattacharya +2

We study Gaussian Process Thompson Sampling (GP-TS) for sequential decision-making over compact, continuous action spaces and provide a frequentist regret analysis based on fractio…