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HPO-B: A Large-Scale Reproducible Benchmark for Black-Box HPO based on OpenML.

, , , и . NeurIPS Datasets and Benchmarks, (2021)

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Scalable Large Margin Gaussian Process Classification., и . ECML/PKDD (2), том 11907 из Lecture Notes in Computer Science, стр. 501-516. Springer, (2019)Adversarial Robustness Toolbox v0.2.2., , , , , , , и . CoRR, (2018)NeuNetS: An Automated Synthesis Engine for Neural Network Design., , , , , , , , , и 10 other автор(ы). CoRR, (2019)Automated Machine Learning - Bayesian Optimization, Meta-Learning & Applications.. University of Hildesheim, Germany, (2018)Bayesian Optimization Combined with Successive Halving for Neural Network Architecture Optimization.. AutoML@PKDD/ECML, том 1998 из CEUR Workshop Proceedings, стр. 2-11. CEUR-WS.org, (2017)Multi-Plant Photovoltaic Energy Forecasting Challenge with Regression Tree Ensembles and Hourly Average Forecasts., и . DC@PKDD/ECML, том 1972 из CEUR Workshop Proceedings, CEUR-WS.org, (2017)Bandit Limited Discrepancy Search and Application to Machine Learning Pipeline Optimization., , , , , , , и . AAAI, стр. 10228-10237. AAAI Press, (2022)PeerGame: Ein Peer-to-Peer-basiertes Multiplayer-Echtzeit-Strategiespiel., , , , , , , , , и 6 other автор(ы). Informatiktage, том S-10 из LNI, стр. 203-206. GI, (2011)Optimal Exploitation of Clustering and History Information in Multi-armed Bandit., , , и . IJCAI, стр. 2016-2022. ijcai.org, (2019)Comparison of Bayesian move prediction systems for Computer Go., , и . CIG, стр. 91-99. IEEE, (2012)