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Robust Bayesian Optimization with Student-t Likelihood

Robust Bayesian Optimization with Student-t Likelihood

Ruben Martinez-Cantin
M. McCourt
K. Tee
ArXiv (abs)PDFHTML

Papers citing "Robust Bayesian Optimization with Student-t Likelihood"

4 / 4 papers shown
Title
BayesOpt: A Bayesian Optimization Library for Nonlinear Optimization, Experimental Design and Bandits
BayesOpt: A Bayesian Optimization Library for Nonlinear Optimization, Experimental Design and Bandits
Ruben Martinez-Cantin
69
286
0
29 May 2014
Student-t Processes as Alternatives to Gaussian Processes
Student-t Processes as Alternatives to Gaussian Processes
Amar Shah
A. Wilson
Zoubin Ghahramani
GP
90
203
0
18 Feb 2014
Practical Bayesian Optimization of Machine Learning Algorithms
Practical Bayesian Optimization of Machine Learning Algorithms
Jasper Snoek
Hugo Larochelle
Ryan P. Adams
356
7,942
0
13 Jun 2012
Entropy Search for Information-Efficient Global Optimization
Entropy Search for Information-Efficient Global Optimization
Philipp Hennig
Christian J. Schuler
118
673
0
06 Dec 2011

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