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Statistical learning theory
Results: 800

#	Item
341	Journal of Machine Learning Research[removed]Submitted 3/13; Published[removed]Communication-Efficient Algorithms for Statistical Optimization Add to Reading List Source URL: arxiv.org Language: English - Date: 2013-10-13 22:21:29 Fisher information Loss function Bias of an estimator Maximum likelihood Fisher consistency Statistics Statistical theory Estimation theory
342	CS 195-5: Machine Learning Problem Set 1 Douglas Lanman [removed] 27 September 2006 Add to Reading List Source URL: mesh.brown.edu Language: English - Date: 2006-09-25 22:53:18 Estimation theory Least squares Statistical theory Linear least squares Linear regression Polynomial regression Maximum likelihood Loss function Statistics Regression analysis Econometrics
343	C:/BoschDokZeit/ExLaufwerkR/Dissertation/Publikationen/61_UEAL_UAI/DEAL_UAI/DEAL_UAI.dvi Add to Reading List Source URL: www.wisdom.weizmann.ac.il Language: English - Date: 2012-06-27 09:01:54 Bayesian statistics Probability theory Non-parametric statistics Variance Naive Bayes classifier Pattern recognition Perceptron Posterior probability Expected value Statistics Statistical classification Machine learning
344	20 STATISTICAL LEARNING METHODS In which we view learning as a form of uncertain reasoning from observations. Add to Reading List Source URL: aima.cs.berkeley.edu Language: English - Date: 2002-11-14 11:01:47 Estimation theory Maximum likelihood Likelihood-ratio test Naive Bayes classifier Bayesian inference Conjugate prior Minimum description length Bayesian network Marginal likelihood Statistics Bayesian statistics Statistical theory
345	Journal of Machine Learning Research[removed]Submitted 4/00; Published[removed]Model Selection: Beyond the Bayesian/Frequentist Divide Isabelle Guyon Add to Reading List Source URL: www2.mta.ac.il Language: English - Date: 2009-12-11 08:50:58 Statistical theory Model selection Estimation theory Bayes factor Loss function Maximum likelihood Regularization Supervised learning Conjugate prior Statistics Machine learning Bayesian statistics
346	How robust are probabilistic models of higher-level cognition? 6 January 2013 Gary F. Marcus Ernest Davis Add to Reading List Source URL: www.cs.nyu.edu Language: English - Date: 2013-10-03 10:36:11 Statistical inference Cognitive science Bayesian statistics Machine learning Bayesian inference Decision theory Probability matching Representativeness heuristic Mathematical model Statistics Science Statistical theory
347	Advanced Course in Machine Learning Spring 2010 Active Learning: Disagreement Coefficient Handouts are jointly prepared by Shie Mannor and Shai Shalev-Shwartz Add to Reading List Source URL: www.cs.huji.ac.il Language: English - Date: 2010-03-09 14:48:17 Information theory Probability and statistics Applied probability Estimation theory Statistical theory
348	Journal of Machine Learning Research[removed]2410 Submitted 10/09; Revised 12/10; Published 8/10 Distance Dependent Chinese Restaurant Processes David M. Blei Add to Reading List Source URL: www.cs.columbia.edu Language: English - Date: 2015-03-12 00:16:20 Machine learning Probability theory Dirichlet process Chinese restaurant process Mixture model Cluster analysis Mixture Exchangeable random variables Statistics Stochastic processes Statistical models
349	Connections between the Lines: Augmenting Social Networks with Text Jonathan Chang Jordan Boyd-Graber Add to Reading List Source URL: www.cs.columbia.edu Language: English - Date: 2015-03-12 00:16:21 Science Machine learning Entity-relationship model Topic model Latent Dirichlet allocation Expectation–maximization algorithm Maximum likelihood N-gram Statistics Statistical natural language processing Estimation theory
350	CS 195-5: Machine Learning Problem Set 3 Douglas Lanman [removed] 25 October 2006 Add to Reading List Source URL: mesh.brown.edu Language: English - Date: 2006-10-23 00:17:58 Statistical classification Estimation theory Probability theory Variance Support vector machine Least squares Tikhonov regularization Statistics Regression analysis Data analysis

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