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Algorithms for Hyper-parameter Optimization

, , , and . Proceedings of the 24th International Conference on Neural Information Processing Systems, page 2546--2554. USA, Curran Associates Inc., (2011)

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Adaptive Metropolis with Online Relabeling., , , and . AISTATS, volume 22 of JMLR Proceedings, page 91-99. JMLR.org, (2012)On estimating the structure factor of a point process, with applications to hyperuniformity., , , and . Stat. Comput., 33 (3): 61 (June 2023)Benchmarking multi-component signal processing methods in the time-frequency plane., , , and . CoRR, (2024)Sparsification of the regularized magnetic Laplacian with multi-type spanning forests., and . CoRR, (2022)On two ways to use determinantal point processes for Monte Carlo integration., , and . NeurIPS, page 7768-7777. (2019)Collaborative hyperparameter tuning., , , and . ICML (2), volume 28 of JMLR Workshop and Conference Proceedings, page 199-207. JMLR.org, (2013)On Markov chain Monte Carlo methods for tall data., , and . J. Mach. Learn. Res., (2017)Surrogating the surrogate: accelerating Gaussian-process-based global optimization with a mixture cross-entropy algorithm., and . ICML, page 55-62. Omnipress, (2010)On proportional volume sampling for experimental design in general spaces., and . Stat. Comput., 33 (1): 29 (2023)Nonparametric estimation of continuous DPPs with kernel methods., and . NeurIPS, page 24124-24136. (2021)