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Hyperparameter
Results: 60

#	Item
31	NIPS 2003 Feature Selection Workshop Classification for High Dimensional Problems Using Bayesian Neural Networks and Dirichlet Diffusion Trees Radford M. Neal and Jianguo Zhang Add to Reading List Source URL: clopinet.com Language: English - Date: 2003-12-19 14:19:32 Statistical inference Statistical models Multivariate statistics Overfitting Bayesian inference Bayesian network Early stopping Feature selection Hyperparameter Statistics Bayesian statistics Machine learning
32	On Smoothing and Inference for Topic Models Arthur Asuncion, Max Welling, Padhraic Smyth Department of Computer Science University of California, Irvine Irvine, CA, USA Add to Reading List Source URL: www.ics.uci.edu Language: English - Date: 2009-05-27 03:06:42 Variational Bayesian methods Latent Dirichlet allocation Expectation–maximization algorithm Probabilistic latent semantic analysis Dirichlet distribution Bayesian inference Hyperparameter Statistics Bayesian statistics Statistical natural language processing
33	JOURNAL OF APPLIED ECONOMETRICS J. Appl. Econ. 26: 30– [removed]Published online 11 August 2009 in Wiley Online Library (wileyonlinelibrary.com) DOI: [removed]jae[removed]DEFAULT PRIORS AND PREDICTIVE PERFORMANCE IN Add to Reading List Source URL: www.stat.washington.edu Language: English - Date: 2011-05-24 20:39:54 Bayes factor Bayesian inference Conjugate prior Akaike information criterion Linear regression Hyperparameter Statistics Bayesian statistics Prior probability
34	Prac%cal Issues in the Bayesian Design of Early Clinical Studies of Treatment Eﬃcacy Phil Woodward, Frances Hackman, Phil Stanley Pﬁzer, Add to Reading List Source URL: www.mdanderson.org Language: English - Date: 2015-02-10 05:44:13 Sensitivity analysis Simula WinBUGS Statistics Bayesian statistics Hyperparameter
35	Hyperopt-Sklearn Automatic Hyperparameter Configuration for Scikit-Learn Brent Komer, James Bergstra, Chris Eliasmith {bjkomer, james.bergstra, celiasmith}@uwaterloo.ca Centre for Theoretical Neuroscience, University of Add to Reading List Source URL: compneuro.uwaterloo.ca Language: English - Date: 2014-12-15 16:02:52 Artificial intelligence Support vector machine Grid search Random forest Naive Bayes classifier K-nearest neighbor algorithm Binary classification Training set Statistics Machine learning Statistical classification
36	Parameter estimation for text analysis Gregor Heinrich Technical Note vsonix GmbH + University of Leipzig, Germany [removed] Add to Reading List Source URL: www.arbylon.net Language: English - Date: 2008-09-05 05:25:47 Conjugate prior Hyperparameter Dirichlet distribution Beta distribution Mixture model Prior probability Bayesian inference Multinomial distribution Categorical distribution Statistics Probability and statistics Bayesian statistics
37	Bayesian Learning of Model Structure Zoubin Ghahramani Gatsby Computational Neuroscience Unit University College London December 2000 http://www.gatsby.ucl.ac.uk/ Add to Reading List Source URL: mlg.eng.cam.ac.uk Language: English - Date: 2006-05-16 12:30:14 Bayesian inference Variational Bayesian methods Markov chain Conjugate prior Bayes factor Hyperparameter Exponential family Graphical model Bayesian network Statistics Bayesian statistics Hidden Markov model
38	ICML 2014 AutoML Workshop Hyperopt-Sklearn: Automatic Hyperparameter Configuration for Scikit-Learn Brent Komer Add to Reading List Source URL: compneuro.uwaterloo.ca Language: English - Date: 2014-12-15 16:02:52 Statistical classification Bayesian statistics Free statistical software Support vector machine Grid search Hyperparameter Decision tree learning Weka Scikit-learn Statistics Machine learning Computational statistics
39	Ecology, 83(10), 2002, pp. 2832–2840 q 2002 by the Ecological Society of America A HIERARCHICAL ANALYSIS OF POPULATION CHANGE WITH APPLICATION TO CERULEAN WARBLERS WILLIAM A. LINK1 Add to Reading List Source URL: www.mbr-pwrc.usgs.gov Language: English - Date: 2010-09-30 09:15:44 Statistical inference Actuarial science Regression analysis Cerulean Warbler Generalized linear model Empirical Bayes method Linear regression Bayesian inference Hyperparameter Statistics Bayesian statistics Econometrics
40	Methodology for Uncertainty Analysis of Dynamic Computational Toxicology Models Jimena Davis1, John Wambaugh1, Ramon I. Garcia2, R. Woodrow Setzer1 research d ev el opme nt Add to Reading List Source URL: epa.gov Language: English - Date: 2012-05-07 10:14:12 Physiologically based pharmacokinetic modelling Hierarchical Bayes model Estimation theory Prior probability Confidence interval Parameter Point estimation Hyperparameter Mixture model Statistics Bayesian statistics Statistical inference