Search Results for author: Nicholson Collier

Found 2 papers, 1 papers with code

Trajectory-oriented optimization of stochastic epidemiological models

1 code implementation6 May 2023 Arindam Fadikar, Mickael Binois, Nicholson Collier, Abby Stevens, Kok Ben Toh, Jonathan Ozik

Epidemiological models must be calibrated to ground truth for downstream tasks such as producing forward projections or running what-if scenarios.

Thompson Sampling

A portfolio approach to massively parallel Bayesian optimization

no code implementations18 Oct 2021 Mickael Binois, Nicholson Collier, Jonathan Ozik

One way to reduce the time of conducting optimization studies is to evaluate designs in parallel rather than just one-at-a-time.

Bayesian Optimization Multiobjective Optimization

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