Batched Gaussian Process Bandit Optimization via Determinantal Point Processes

Tarun Kathuria, Amit Deshpande, Pushmeet Kohli

Nov-21-2025, 08:31:30 GMT–Neural Information Processing Systems

Most methods for this so-called "Bayesian optimization" only allow sequential exploration of the parameter space.

algorithm, artificial intelligence, machine learning, (15 more...)

Neural Information Processing Systems

Nov-21-2025, 08:31:30 GMT

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Batched Gaussian Process Bandit Optimization via Determinantal Point Processes
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