/bayes_opt_project

Primary LanguagePythonMIT LicenseMIT

Efficient optimization given binary responses (work in progress)

Kevin Tee (Uber Freight) and Michael McCourt (SigOpt)

Given fixed success probabilities of queries (with presumably nonzero covariance), we want to efficient sample the possible queries to identify the query with the highest probability of success.