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Scalable Hyperparameter Optimization with Products of Gaussian Process Experts.

, , and . ECML/PKDD (1), volume 9851 of Lecture Notes in Computer Science, page 33-48. Springer, (2016)

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Multi-Plant Photovoltaic Energy Forecasting Challenge with Regression Tree Ensembles and Hourly Average Forecasts., and . DC@PKDD/ECML, volume 1972 of CEUR Workshop Proceedings, CEUR-WS.org, (2017)Bayesian Optimization Combined with Successive Halving for Neural Network Architecture Optimization.. AutoML@PKDD/ECML, volume 1998 of CEUR Workshop Proceedings, page 2-11. CEUR-WS.org, (2017)Automated Machine Learning - Bayesian Optimization, Meta-Learning & Applications.. University of Hildesheim, Germany, (2018)Scalable Large Margin Gaussian Process Classification., and . ECML/PKDD (2), volume 11907 of Lecture Notes in Computer Science, page 501-516. Springer, (2019)Bandit Limited Discrepancy Search and Application to Machine Learning Pipeline Optimization., , , , , , , and . AAAI, page 10228-10237. AAAI Press, (2022)PeerGame: Ein Peer-to-Peer-basiertes Multiplayer-Echtzeit-Strategiespiel., , , , , , , , , and 6 other author(s). Informatiktage, volume S-10 of LNI, page 203-206. GI, (2011)Automation of Deep Learning - Theory and Practice., , and . ICMR, page 5-6. ACM, (2020)Supervising the Multi-Fidelity Race of Hyperparameter Configurations., , and . NeurIPS, (2022)Inductive Transfer for Neural Architecture Optimization., and . CoRR, (2019)Deep Learning Architecture Search by Neuro-Cell-Based Evolution with Function-Preserving Mutations.. ECML/PKDD (2), volume 11052 of Lecture Notes in Computer Science, page 243-258. Springer, (2018)