Statistical learning theory

Results: 800



#Item
391Statistical tests / Constructible universe / Anomaly detection / Maximum likelihood / Likelihood-ratio test / Likelihood function / Ordinal number / Statistics / Statistical theory / Estimation theory

Journal of Machine Learning Research[removed]1561 Submitted 4/12; Revised 1/13; Published 6/13 Fast Generalized Subset Scan for Anomalous Pattern Detection Edward McFowland III

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Source URL: www.cs.cmu.edu

Language: English - Date: 2013-07-20 22:05:55
392Education / Psychology / Intelligence / Intelligence quotient / Self-regulated learning / Factor analysis / Statistical power / Educational psychology / Psychometrics / Statistics

Journal of Invitational Theory and Practice Volume 17, 2011 JITP

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Source URL: www.invitationaleducation.net

Language: English - Date: 2014-06-05 08:36:46
393Machine learning / Estimation theory / Naive Bayes classifier / Maximum likelihood / Classifier / Statistics / Bayesian statistics / Statistical classification

Note to other teachers and users of these slides. Andrew would be delighted if you found this source material useful in giving you r own lectures. Feel free to use these slides verbatim, or to modify them to fit your own

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Source URL: www.autonlab.org

Language: English - Date: 2008-07-07 16:16:19
394Dimension / Statistical classification / VC dimension / Glivenko–Cantelli theorem / Function / Regression analysis / Linear regression / Statistics / Econometrics / Computational learning theory

SOME RESULTS IN STATISTICAL LEARNING THEORY WITH RELEVANCE TO NONLINEAR SYSTEM IDENTIFICATION Robert C. Williamson Department of Engineering, Australian National University, Canberra,

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Source URL: users.cecs.anu.edu.au

Language: English - Date: 2005-03-27 00:08:49
395Machine learning / Estimation theory / Bayesian inference / Bayes factor / Regression analysis / Bayesian network / Expectation–maximization algorithm / Regularization / Hidden Markov model / Statistics / Statistical theory / Bayesian statistics

Machine Learning for Computer Graphics: A Manifesto and Tutorial Aaron Hertzmann University of Toronto www.dgp.toronto.edu/∼ hertzman Abstract

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Source URL: www.dgp.toronto.edu

Language: English - Date: 2003-07-24 14:11:35
396Independence / Random variable / Covariance / Expected value / Probability density function / Joint probability distribution / Multivariate random variable / Conditional expectation / Cumulative distribution function / Statistics / Probability theory / Probability and statistics

Statistical Machine Learning Notes 1 Background Instructor: Justin Domke

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Source URL: users.cecs.anu.edu.au

Language: English - Date: 2011-11-07 14:35:33
397State functions / Chemical engineering / Thermal physics / Kinetic theory / Temperature / Statistical mechanics / Outline of physics / Quantum mechanics / Java applet / Physics / Thermodynamics / Science

Proc. of the 10th Workshop on Multimedia in Physics Teaching and Learning (EPS - MPTL 10), Berlin[removed]Report and Recommendations on Available Multimedia Material for Statistical and Thermal Physics M. Benedict,

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Source URL: energy.sdsu.edu

Language: English - Date: 2015-02-24 11:41:01
398Biblical criticism / Algebraic number theory / Clifford algebra / Mathematics / Mathematical sciences / Sequence space / Kullback–Leibler divergence / Statistical theory / Thermodynamics

Journal of Machine Learning Research[removed]1663 Submitted 8/11; Revised 3/12; Published 5/12 Mixability is Bayes Risk Curvature Relative to Log Loss Tim van Erven

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Source URL: www.jmlr.org

Language: English - Date: 2012-05-24 21:41:17
399Econometrics / Estimation theory / Machine learning / Least squares / Least absolute deviations / Linear regression / Regularization / Elastic net regularization / Tikhonov regularization / Statistics / Regression analysis / Mathematical optimization

Notes 3 Statistical Machine Learning Linear Methods Instructor: Justin Domke

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Source URL: users.cecs.anu.edu.au

Language: English - Date: 2011-11-07 14:35:36
400Statistical theory / Estimation theory / Bayesian inference / Econometrics / Bayes estimator / Loss function / Supervised learning / Dirac delta function / Symbol / Mathematical analysis / Statistics / Decision theory

Journal of Machine Learning Research[removed] Submitted 4/00; Published[removed]Bipartite ranking: risk, optimality, and equivalences Aditya Krishna Menon

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Source URL: users.cecs.anu.edu.au

Language: English - Date: 2014-07-07 18:19:37
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