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Statistical learning theory
Results: 800

#	Item
581	Graphical models and message-passing: Part III: Learning graphs from data Add to Reading List Source URL: www.eecs.berkeley.edu Language: English - Date: 2012-09-04 20:58:21 Likelihood function Kullback–Leibler divergence Graphical models Estimation theory Statistics Statistical theory
582	R Foundations and Trends in Machine Learning Vol. 1, Nos. 1–[removed]–305 c 2008 M. J. Wainwright and M. I. Jordan Add to Reading List Source URL: www.eecs.berkeley.edu Language: English - Date: 2009-01-22 11:02:00 Statistical models Graph operations Clique Tree decomposition Factor graph Directed acyclic graph Graph Clique problem Path decomposition Graph theory Graphical models Bayesian statistics
583	Multiple Optimality Guarantees in Statistical Learning by John C Duchi A dissertation submitted in partial satisfaction of the requirements for the degree of Add to Reading List Source URL: www.cs.berkeley.edu Language: English - Date: 2014-05-15 03:33:00 Statistics Mathematical optimization Estimation theory Algorithm Stochastic optimization Applied mathematics Operations research Mathematics
584	Privacy Aware Learning John C. Duchi1 arXiv:1210.2085v2 [stat.ML] 10 Oct[removed] Add to Reading List Source URL: arxiv.org Language: English - Date: 2013-10-10 21:51:01 Econometrics Measurement Decision theory Loss function Dimensional analysis Divergence Maximum likelihood Fisher consistency Statistics Statistical theory Estimation theory
585	Journal of Machine Learning Research[removed]3363 Submitted 3/13; Published[removed]Communication-Efficient Algorithms for Statistical Optimization Yuchen Zhang Add to Reading List Source URL: jmlr.org Language: English - Date: 2013-12-09 15:15:53 Fisher information Bias of an estimator M-estimator Loss function Maximum likelihood Fisher consistency Statistics Estimation theory Statistical theory
586	Package ‘performanceEstimation’ July 2, 2014 Type Package Title An infra-structure for performance estimation of predictive models Version[removed]Depends R(>= 3.0), methods, graphics, ggplot2 (>= 0.9.3) Add to Reading List Source URL: cran.r-project.org Language: English - Date: 2014-07-02 16:00:42 Data analysis Statistical theory Econometrics Bootstrapping Statistical classification Training set Accuracy and precision Sensitivity and specificity Regression analysis Statistics Machine learning Biostatistics
587	Curriculum Vitae Cosma Rohilla Shalizi Contact ADDRESS E-MAIL SEX Add to Reading List Source URL: vserver1.cscs.lsa.umich.edu Language: English - Date: 2013-09-23 16:06:00 Cybernetics ArXiv Computational neuroscience Neural network Machine learning Statistical inference Computational learning theory Cellular automaton Complex systems Science Knowledge Information
588	PHYSICAL REVIEW SPECIAL TOPICS - PHYSICS EDUCATION RESEARCH 4, 010102 共2008兲 Measuring student learning with item response theory Young-Jin Lee, David J. Palazzo, Rasil Warnakulasooriya, and David E. Pritchard Depar Add to Reading List Source URL: www.pearsonmylabandmastering.com Language: English - Date: 2014-10-24 07:27:39 Psychometrics Educational psychology Statistical models Item response theory Standardized tests Standards-based education Test Recall Tutor Education Knowledge Mind
589	MERLOT Journal of Online Learning and Teaching Vol. 5, No. 1, March 2009 SOCR Analyses – an Instructional Java Web-based Statistical Analysis Toolkit Add to Reading List Source URL: jolt.merlot.org Language: English - Date: 2011-05-16 23:36:19 Parametric statistics Regression analysis Estimation theory Statistics Online Computational Resource Survival analysis One-way ANOVA Linear regression Kruskal–Wallis one-way analysis of variance Statistical power Statistics Statistical tests Analysis of variance
590	Group Anomaly Detection using Flexible Genre Models Liang Xiong Machine Learning Department, Carnegie Mellon University [removed] Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2012-01-12 12:56:09 Machine learning Data mining Cluster analysis Mixture model Anomaly detection Latent Dirichlet allocation Anomaly Dirichlet process Outlier Statistics Statistical natural language processing Estimation theory

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