暂无分享,去创建一个
Roman Garnett | Gustavo Malkomes | Benjamin Moseley | Shali Jiang | R. Garnett | Benjamin Moseley | Gustavo Malkomes | Shali Jiang
[1] Barnabás Póczos,et al. Active learning and search on low-rank matrices , 2013, KDD.
[2] Andreas Krause,et al. Near-optimal Batch Mode Active Learning and Adaptive Submodular Optimization , 2013, ICML.
[3] Harold J. Kushner,et al. A New Method of Locating the Maximum Point of an Arbitrary Multipeak Curve in the Presence of Noise , 1964 .
[4] Roman Garnett,et al. Efficient nonmyopic batch active search , 2018, NeurIPS.
[5] Roman Garnett,et al. Introducing the ‘active search’ method for iterative virtual screening , 2015, Journal of Computer-Aided Molecular Design.
[6] Jialei Wang,et al. Bayesian Optimization with Parallel Function Evaluations and Multiple Information Sources: Methodology with Applications in Biochemistry, Aerospace Engineering, and Machine Learning , 2017 .
[7] Roman Garnett,et al. Efficient Nonmyopic Active Search , 2017, ICML.
[8] Neil D. Lawrence,et al. Batch Bayesian Optimization via Local Penalization , 2015, AISTATS.
[9] Roman Garnett,et al. Active Search for Computer‐aided Drug Design , 2018, Molecular informatics.
[10] Alok Choudhary,et al. A General-Purpose Machine Learning Framework for Predicting Properties of Inorganic Materials , 2016 .
[11] M. L. Fisher,et al. An analysis of approximations for maximizing submodular set functions—I , 1978, Math. Program..
[12] Roman Garnett,et al. Active Search in Intensionally Specified Structured Spaces , 2017, AAAI.
[13] A. Tsai,et al. Nonequilibrium phase diagrams of ternary amorphous alloys , 1997 .
[14] John J. Irwin,et al. ZINC 15 – Ligand Discovery for Everyone , 2015, J. Chem. Inf. Model..
[15] Amin Saberi,et al. Stochastic Submodular Maximization , 2008, WINE.
[16] Roman Garnett,et al. Bayesian Optimal Active Search and Surveying , 2012, ICML.
[17] Xin Wen,et al. BindingDB: a web-accessible database of experimentally determined protein–ligand binding affinities , 2006, Nucleic Acids Res..