Input Warping for Bayesian Optimization of Non-stationary Functions

Input Warping for Bayesian Optimization of Non-stationary Functions

5 February 2014

Papers citing "Input Warping for Bayesian Optimization of Non-stationary Functions"

14 / 14 papers shown

Title
SEEK: Self-adaptive Explainable Kernel For Nonstationary Gaussian Processes Nima Negarandeh Carlos Mora Ramin Bostanabad 88 0 0 18 Mar 2025
Toward Automated Algorithm Design: A Survey and Practical Guide to Meta-Black-Box-Optimization Zeyuan Ma Hongshu Guo Yue-Jiao Gong Jun Zhang Kay Chen Tan 273 4 0 01 Nov 2024
Tailoring Mixup to Data for Calibration Quentin Bouniot Pavlo Mozharovskyi Florence dÁlché-Buc 102 1 0 02 Nov 2023
Practical Bayesian Optimization for Model Fitting with Bayesian Adaptive Direct Search Luigi Acerbi Wei Ji 51 220 0 11 May 2017
Anomaly Detection and Removal Using Non-Stationary Gaussian Processes S. Reece Roman Garnett Michael A. Osborne Stephen J. Roberts AI4TS 25 10 0 02 Jul 2015
Visualizing and Understanding Convolutional Networks Matthew D. Zeiler Rob Fergus FAtt SSL 591 15,876 0 12 Nov 2013
Improving neural networks by preventing co-adaptation of feature detectors Geoffrey E. Hinton Nitish Srivastava A. Krizhevsky Ilya Sutskever Ruslan Salakhutdinov VLM 453 7,661 0 03 Jul 2012
Practical Bayesian Optimization of Machine Learning Algorithms Jasper Snoek Hugo Larochelle Ryan P. Adams 353 7,936 0 13 Jun 2012
Entropy Search for Information-Efficient Global Optimization Philipp Hennig Christian J. Schuler 116 673 0 06 Dec 2011
Convergence rates of efficient global optimization algorithms Adam D. Bull 119 641 0 18 Jan 2011
Portfolio Allocation for Bayesian Optimization E. Brochu Matthew W. Hoffman Nando de Freitas 393 280 0 28 Sep 2010
Slice sampling covariance hyperparameters of latent Gaussian models Iain Murray Ryan P. Adams 101 232 0 04 Jun 2010
Gaussian Process Optimization in the Bandit Setting: No Regret and Experimental Design Niranjan Srinivas Andreas Krause Sham Kakade Matthias Seeger 146 1,619 0 21 Dec 2009
Estimating deformations of isotropic Gaussian random fields on the plane E. Anderes Michael L. Stein 451 91 0 04 Apr 2008

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