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Bridging Offline and Online Experimentation: Constraint Active Search for Deployed Performance Optimization.

, , , and . Trans. Mach. Learn. Res., (2022)

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Accelerating Psychometric Screening Tests With Bayesian Active Differential Selection., , and . CoRR, (2020)A stochastic framework for K-SVD with applications on face recognition., , and . Pattern Anal. Appl., 20 (3): 845-854 (2017)Fast Distributed k-Center Clustering with Outliers on Massive Data., , , , and . NIPS, page 1063-1071. (2015)Group SELFIES: A Robust Fragment-Based Molecular String Representation., , , , , and . CoRR, (2022)Bayesian Active Model Selection with an Application to Automated Audiometry., , , , , and . NIPS, page 2386-2394. (2015)Beyond the Pareto Efficient Frontier: Constraint Active Search for Multiobjective Experimental Design., , , and . ICML, volume 139 of Proceedings of Machine Learning Research, page 7423-7434. PMLR, (2021)An Improvement of the K-SVD Algorithm with Applications on Face Recognition., , and . BRACIS, page 241-246. IEEE Computer Society, (2014)Efficient nonmyopic active search with applications in drug and materials discovery., , , and . CoRR, (2018)Bayesian optimization for automated model selection., , and . AutoML@ICML, volume 64 of JMLR Workshop and Conference Proceedings, page 41-47. JMLR.org, (2016)Bridging Offline and Online Experimentation: Constraint Active Search for Deployed Performance Optimization., , , and . Trans. Mach. Learn. Res., (2022)