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Bayesian optimization
Results: 127

#	Item
51	Stan: A probabilistic programming language for Bayesian inference and optimization∗ Andrew Gelman† Daniel Lee† Add to Reading List Source URL: www.stat.columbia.edu Language: English - Date: 2015-10-26 02:53:58
52	Gaussian Processes and Kernel Methods (G8325) Fall 2015 https://courseworks.columbia.edu John P. Cunningham Add to Reading List Source URL: stat.columbia.edu Language: English - Date: 2015-11-15 17:46:49 Machine learning Geostatistics Nonparametric statistics Gaussian process Bayesian optimization Kernel method Kernel Pattern recognition Supervised learning Kriging Nonparametric regression Reproducing kernel Hilbert space
53	Simulation of Database-Valued Markov Chains Using SimSQL Zhuhua Cai Zografoula Vagena Add to Reading List Source URL: developer.logicblox.com Language: English - Date: 2013-10-18 16:33:31 SQL keywords Probability distributions Statistical models Latent Dirichlet allocation Statistical natural language processing Multinomial distribution Markov chain Mixture model Select Query optimization Gibbs sampling Bayesian inference
54	Genome Informatics 16(2): 205–Reverse Engineering Genetic Networks Using Evolutionary Computation Add to Reading List Source URL: www.jsbi.org Language: English - Date: 2005-12-28 06:18:58 Networks Cybernetics Systems biology Mathematical optimization Evolution Gene regulatory network Genetic algorithm Evolutionary computation SOS response Evolutionary algorithm Global optimization Bayesian network
55	Bayesian Optimization in High Dimensions via Random Embeddings Ziyu Wang∗ , Masrour Zoghi† , Frank Hutter‡ , David Matheson∗ , Nando de Freitas∗ ∗ University of British Columbia, Canada † University of Amst Add to Reading List Source URL: www.cs.ubc.ca Language: English - Date: 2013-04-26 04:11:02
56	Smoothed Gradients for Stochastic Variational Inference David Blei Department of Computer Science Department of Statistics Columbia University Add to Reading List Source URL: papers.nips.cc Language: English - Date: 2014-12-02 20:45:02 Statistics Mathematical analysis Statistical theory Stochastic optimization Computational statistics Estimation theory M-estimators Stochastic gradient descent Bias of an estimator Mathematical optimization Variational Bayesian methods Biasvariance tradeoff
57	Robustness and U.S. Monetary Policy Experimentation∗ Timothy Cogley† Riccardo Colacito‡ Lars Peter Hansen§ Thomas J. Sargent¶ Add to Reading List Source URL: www.tomsargent.com Language: English - Date: 2015-04-08 13:04:05 Decision theory Control theory Mathematical optimization Dynamic programming Bellman equation Thomas J. Sargent Loss function Prior probability Hyperparameter Statistics Bayesian statistics Economics
58	Bayesian Learning via Stochastic Gradient Langevin Dynamics Add to Reading List Source URL: www.ics.uci.edu Language: English - Date: 2011-05-21 11:48:52 Computational statistics Stochastic optimization Statistical mechanics Estimation theory Markov chain Monte Carlo Langevin dynamics Stochastic approximation Metropolis–Hastings algorithm Mixture model Statistics Probability and statistics Monte Carlo methods
59	Discussion Paper NoENDOGENOUS INFORMATION ACQUISITION AND THE PARTIAL ANNOUNCEMENT POLICY Hiroki Arato Add to Reading List Source URL: www.iser.osaka-u.ac.jp Language: English - Date: 2014-04-23 02:00:02 Economic model Mathematical optimization Problem solving Game theory Welfare economics Bayesian game
60	Boosted Optimization for Network Classification Timothy Hancock Bioinformatics Center Institute for Chemical Research Kyoto University, Japan Add to Reading List Source URL: jmlr.csail.mit.edu Language: English - Date: 2010-03-31 18:50:22 Graph theory Ensemble learning Formal sciences Statistical models Belief propagation Gradient boosting AdaBoost Pattern recognition Bayesian network Statistics Graphical models Machine learning

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