ALE: a generic assembly likelihood evaluation framework for assessing the accuracy of genome and metagenome assemblies SC Clark, R Egan, PI Frazier, Z Wang Bioinformatics 29 (4), 435-443, 2013 | 164 | 2013 |
Parallel Bayesian global optimization of expensive functions J Wang, SC Clark, E Liu, PI Frazier Operations Research 68 (6), 1850-1865, 2020 | 115 | 2020 |
Bayesian optimization for machine learning: A practical guidebook I Dewancker, M McCourt, S Clark arXiv preprint arXiv:1612.04858, 2016 | 43 | 2016 |
Bayesian optimization primer I Dewancker, M McCourt, S Clark URL https://app. sigopt. com/static/pdf/SigOpt_ Bayesian_Optimization_Primer …, 2015 | 42 | 2015 |
A stratified analysis of Bayesian optimization methods I Dewancker, M McCourt, S Clark, P Hayes, A Johnson, G Ke arXiv preprint arXiv:1603.09441, 2016 | 39 | 2016 |
A strategy for ranking optimization methods using multiple criteria I Dewancker, M McCourt, S Clark, P Hayes, A Johnson, G Ke Workshop on Automatic Machine Learning, 11-20, 2016 | 24 | 2016 |
Parallel global optimization using an improved multi-points expected improvement criterion PI Frazier, SC Clark INFORMS Optimization Society Conference, Miami FL 26, 2012 | 17 | 2012 |
Systems and methods implementing an intelligent optimization platform P Hayes, M McCourt, A Johnson, G Ke, S Clark US Patent 10,217,061, 2019 | 15 | 2019 |
SigOpt web page S Clark, P Hayes URL: https://sigopt. com, 2019 | 14 | 2019 |
MOE: A global, black box optimization engine for real world metric optimization S Clark, E Liu, P Frazier, JL Wang, D Oktay, N Vesdapunt MOE: A global, black box optimization engine for real world metric optimization, 2014 | 11 | 2014 |
Evaluation system for a bayesian optimization service I Dewancker, M McCourt, S Clark, P Hayes, A Johnson, G Ke arXiv preprint arXiv:1605.06170, 2016 | 10 | 2016 |
Bayesian Optimization Primer. 2015 I Dewancker, M McCourt, S Clark DOI: http://dx. doi. org/10.1016/j. jss 10, 2013 | 10 | 2013 |
Systems and methods for implementing an intelligent application program interface for an intelligent optimization platform A Johnson, P Hayes, S Clark US Patent 10,282,237, 2019 | 8 | 2019 |
Parallel Machine Learning Algorithms in Bioinformatics and Global Optimization S Clark | 8 | 2012 |
Systems and methods implementing an intelligent optimization platform P Hayes, M McCourt, A Johnson, G Ke, S Clark US Patent 10,607,159, 2020 | 6 | 2020 |
Systems and methods for implementing an intelligent machine learning optimization platform for multiple tuning criteria B Cheng, O Kim, M McCourt, P Hayes, S Clark US Patent 10,558,934, 2020 | 6 | 2020 |
Systems and methods for implementing an intelligent application program interface for an intelligent optimization platform A Johnson, P Hayes, S Clark US Patent 10,445,150, 2019 | 6 | 2019 |
Systems and methods for implementing an intelligent application program interface for an intelligent optimization platform A Johnson, P Hayes, S Clark US Patent 10,565,025, 2020 | 5 | 2020 |
Systems and methods for implementing an intelligent machine learning optimization platform for multiple tuning criteria B Cheng, O Kim, M McCourt, P Hayes, S Clark US Patent App. 16/895,099, 2020 | 4 | 2020 |
Systems and methods for implementing an intelligent machine learning optimization platform for multiple tuning criteria B Cheng, O Kim, M McCourt, P Hayes, S Clark US Patent 10,740,695, 2020 | 4 | 2020 |