Adaptive Rate of Convergence of Thompson Sampling for Gaussian Process Optimization

18 May 2017 Kinjal Basu Souvik Ghosh

We consider the problem of global optimization of a function over a continuous domain. In our setup, we can evaluate the function sequentially at points of our choice and the evaluations are noisy... (read more)

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Gaussian Process
Non-Parametric Classification