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Bayesian optimization
Results: 127

#	Item
41	Generative probabilistic models extend the scope of inferential structure determination Add to Reading List Source URL: people.binf.ku.dk Language: English - Date: 2012-01-24 06:25:17 Statistics Statistical theory Protein methods Protein structure Bioinformatics Markov chain Monte Carlo Gibbs sampling Root-mean-square deviation Monte Carlo method Bayesian inference Structure validation Global optimization
42	Predictive Entropy Search for Bayesian Optimization with Unknown Constraints Jos´e Miguel Hern´andez-Lobato1 Harvard University, Cambridge, MAUSA Add to Reading List Source URL: mlg.eng.cam.ac.uk Language: English - Date: 2016-02-28 11:54:59
43	RTGDiscrete stochastic optimization with continuous auxiliary variables Rodolphe Le Riche* (speaker), Alexis Lasseigne, François-Xavier Irisarri * CNRS LIMOS and Ecole des Mines de St-Etienne, France ONERA Add to Reading List Source URL: grk1855.tu-dortmund.de Language: English - Date: 2015-02-13 13:31:49** Mathematical optimization Statistics Mathematical analysis Numerical analysis Stochastic optimization Estimation theory Probability theory Simulated annealing Loss function Bayesian optimization Global optimization
44	Bandits, Active Learning, Bayesian RL and Global Optimization – understanding the common ground Marc Toussaint Machine Learning & Robotics Lab – University of Stuttgart Mach Add to Reading List Source URL: mlss.tuebingen.mpg.de Language: English - Date: 2014-08-27 04:51:33
45	Predictive Entropy Search for Multi-objective Bayesian Optimization Jos´e Miguel Hern´andez-Lobato Harvard University Add to Reading List Source URL: bayesopt.github.io Language: English - Date: 2016-04-20 12:58:34
46	Towards efficient Bayesian Optimization for Big Data Aaron Klein1 Simon Bartels2 Stefan Falkner1 Philipp Hennig2 Add to Reading List Source URL: bayesopt.github.io Language: English - Date: 2016-04-20 12:58:34
47	arXiv:1603.09441v1 [cs.LG] 31 MarA Stratified Analysis of Bayesian Optimization Methods Ian Dewancker Michael McCourt Add to Reading List Source URL: arxiv.org Language: English - Date: 2016-03-31 20:31:43
48	An Empirical Evaluation of Thompson Sampling Lihong Li Yahoo! Research Santa Clara, CA Add to Reading List Source URL: papers.nips.cc Language: English - Date: 2014-02-24 03:34:34 Statistics Probability distributions Statistical inference Estimation theory Machine learning Stochastic optimization Bayesian inference Sampling Normal distribution Beta distribution Multi-armed bandit Confidence interval
49	Improving Object Detection with Deep Convolutional Networks via Bayesian Optimization and Structured Prediction Yuting Zhang∗† , Kihyuk Sohn† , Ruben Villegas† , Gang Pan∗ , Honglak Lee† ∗ † Add to Reading List Source URL: www.cv-foundation.org Language: English - Date: 2015-05-24 11:41:31
50	Improving Object Detection with Deep Convolutional Networks via Bayesian Optimization and Structured Prediction Yuting Zhang† , Kihyuk Sohn† , Ruben Villegas† , Gang Pan , Honglak Lee† * Department of Computer Add to Reading List Source URL: www.cv-foundation.org Language: English - Date: 2015-05-25 21:19:27