Thompson Sampling for Bayesian optimization with preferential feedback achieves finite-time performance matching standard scalar-feedback Thompson Sampling via anchor invariance and double-TS pairing.
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A Finite Time Analysis of Thompson Sampling for Bayesian Optimization with Preferential Feedback
Thompson Sampling for Bayesian optimization with preferential feedback achieves finite-time performance matching standard scalar-feedback Thompson Sampling via anchor invariance and double-TS pairing.