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Bayesian optimization
Results: 127

#	Item
81	Bayesian Sparse Sampling for On-line Reward Optimization Tao Wang TRYSI @ CS . UALBERTA . CA Daniel Lizotte DLIZOTTE @ CS . UALBERTA . CA Add to Reading List Source URL: webdocs.cs.ualberta.ca Language: English - Date: 2005-06-17 16:12:19 Markov processes Stochastic control Statistical inference Partially observable Markov decision process Bayesian inference Thompson sampling Markov decision process Reinforcement learning Machine learning Statistics Dynamic programming Bayesian statistics
82	Hierarchical POMDP Controller Optimization by Likelihood Maximization Marc Toussaint Computer Science TU Berlin Add to Reading List Source URL: www.cs.toronto.edu Language: English - Date: 2008-07-02 13:43:57 Knowledge representation Tree Bayesian network Mathematical sciences Networks Bayesian statistics Graphical models
83	Convex Structure Learning for Bayesian Networks: Polynomial Feature Selection and Approximate Ordering Yuhong Guo and Dale Schuurmans Department of Computing Science University of Alberta Add to Reading List Source URL: webdocs.cs.ualberta.ca Language: English - Date: 2006-05-23 00:36:59 Graphical models Networks Statistical models Bayesian network Exponential family Bayesian inference Mathematical optimization Maximum likelihood Feature selection Statistics Bayesian statistics Statistical theory
84	Selected Publications: Monographs: Sequential Control with Incomplete Information: The Bayesian Approach to Many-Armed Bandit Problems, Academic Press, 1990, 266 p., English translation of: Moscow, Nauka, 1982, 256 p., ( Add to Reading List Source URL: mse-msu.ru Language: English - Date: 2011-04-18 03:41:09 Stochastic optimization Dynamic programming Albert Shiryaev Stochastic Optimal control Multi-armed bandit Optimal stopping Mathematical finance Applied mathematics Statistics Mathematical optimization Operations research
85	Multi-Task Bayesian Optimization Kevin Swersky Department of Computer Science University of Toronto Add to Reading List Source URL: papers.nips.cc Language: English - Date: 2014-11-25 16:20:14 Machine learning Estimation theory Mathematical optimization Operations research Hyperparameter Global optimization Cross-validation Bayesian inference Likelihood function Statistics Bayesian statistics Statistical theory
86	c Copyright by Martin Pelikan, 2002 BAYESIAN OPTIMIZATION ALGORITHM: FROM SINGLE LEVEL TO HIERARCHY Add to Reading List Source URL: medal-lab.org Language: English - Date: 2012-03-05 12:05:32 Mathematical optimization Estimation of distribution algorithm Genetic algorithm Algorithm David E. Goldberg Theoretical computer science Applied mathematics Mathematics Evolutionary computation
87	Regret-based Optimization and Preference Elicitation for Stackelberg Security Games with Uncertainty Thanh H. Nguyen1 , Amulya Yadav1 , Bo An2 , Milind Tambe1 , Craig Boutilier3 1 University of Southern California, Los Add to Reading List Source URL: www.cs.toronto.edu Language: English - Date: 2014-05-02 13:24:05 Economics Science Minimax Regret Robust optimization Bayesian game Game theory Decision theory Mathematics
88	Smoothed Gradients for Stochastic Variational Inference David Blei Department of Computer Science Department of Statistics Columbia University Add to Reading List Source URL: www.cs.columbia.edu Language: English - Date: 2015-03-12 00:16:22 Statistical theory M-estimators Operations research Variational Bayesian methods Mathematical optimization Stochastic gradient descent Stochastic optimization Variance Bias of an estimator Statistics Probability theory Estimation theory
89	Black Box Variational Inference Rajesh Ranganath Sean Gerrish David M. Blei Princeton University, 35 Olden St., Princeton, NJ 08540 Add to Reading List Source URL: www.cs.columbia.edu Language: English - Date: 2015-03-12 00:16:22 Bayesian networks Variational Bayesian methods Variational message passing Operations research Gibbs sampling Normal distribution Mathematical optimization Score Stochastic optimization Statistics Estimation theory Bayesian statistics
90	An Adaptive Learning Rate for Stochastic Variational Inference Rajesh Ranganath Princeton University, 35 Olden St., Princeton, NJ[removed]RAJESHR @ CS . PRINCETON . EDU Add to Reading List Source URL: www.cs.columbia.edu Language: English - Date: 2015-03-12 00:16:22 Stochastic optimization Probability theory Stochastic approximation Mathematical optimization Bayesian inference Latent Dirichlet allocation Expectation–maximization algorithm Variational Bayesian methods Statistics Bayesian statistics Estimation theory