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Statistical learning theory
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#	Item
601	Package ‘HTSCluster’ August 26, 2014 Type Package Title Clustering high throughput sequencing (HTS) data Version[removed]Date[removed] Add to Reading List Source URL: cran.r-project.org Language: English - Date: 2014-08-26 12:12:19 Cluster analysis Estimation theory Machine learning Expectation–maximization algorithm Mixture model K-means clustering Generalized linear model Parameter Poisson regression Statistics Statistical models Regression analysis
602	Computer Science and Artificial Intelligence Laboratory Technical Report MIT-CSAIL-TR[removed]CBCL-296 January 24, 2011 Add to Reading List Source URL: cbcl.mit.edu Language: English - Date: 2011-05-07 15:23:18 Machine learning Abstract algebra Statistical classification Estimation theory Regularization Support vector machine Supervised learning Stability Tikhonov regularization Algebra Mathematics Linear algebra
603	Nonparametric Divergence Estimation with Applications to Machine Learning on Distributions Barnabás Póczos School of Computer Science Carnegie Mellon University Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2011-07-25 14:43:49 Statistical inference Machine learning M-estimators Kullback–Leibler divergence Rényi entropy Estimator Normal distribution Generalized method of moments Bias of an estimator Statistics Estimation theory Statistical theory
604	Actively Learning Level-Sets of Composite Functions Brent Bryan Google Inc., 4720 Forbes Ave., Pittsburgh, PA[removed]BRENT @ GOOGLE . COM Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2008-04-30 19:27:55 Econometrics Statistical theory Data analysis Confidence interval Normal distribution Gaussian process Kriging Heuristic Variance Statistics Estimation theory Statistical inference
605	Stochastic Link and Group Detection Jeremy Kubica Andrew Moore Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2002-09-06 13:10:46 Statistical models Network theory Cluster analysis Link analysis Mixture model Expectation–maximization algorithm Naive Bayes classifier RANSAC Database Statistics Machine learning Estimation theory
606	Designing Math Games for Learning: CATS Project Rebecca E. Buschang Warp Speed, Mr. Sulu: Integrating Games, Technology, and Assessment to Accelerate Learning in the 21st Century Redondo Beach, CA– April 29, 2014 Add to Reading List Source URL: cats.cse.ucla.edu Language: English - Date: 2014-05-09 14:45:12 Machine learning Educational psychology Cluster analysis Data mining Statistical hypothesis testing Economic model Instructional design Info-gap decision theory Statistics Education Hypothesis testing
607	JMLR: Workshop and Conference Proceedings vol[removed]–32 24th Annual Conference on Learning Theory Sample Complexity Bounds for Differentially Private Learning Add to Reading List Source URL: cseweb.ucsd.edu Language: English - Date: 2011-09-27 03:12:47 Ethics Artificial intelligence Learning Statistical classification Applied probability Exponential mechanism Differential privacy Empirical risk minimization VC dimension Machine learning Data privacy Statistics
608	Learning Informative Statistics: A Nonparametric Approach John W. Fisher III, Alexander T. Ihler, and Paul A. Viola Massachusetts Institute of Technology 77 Massachusetts Ave., 35-421 Add to Reading List Source URL: ssg.mit.edu Language: English - Date: 2012-02-01 13:34:22 Information theory Kullback–Leibler divergence Entropy Sufficient statistic Estimation theory Principle of maximum entropy Maximum likelihood Gaussian function Statistical hypothesis testing Statistics Statistical theory Normal distribution
609	Massachusetts Institute of Technology Department of Electrical Engineering and Computer Science[removed]Algorithms for Inference Information Sheet Fall 2013 Add to Reading List Source URL: web.mit.edu Language: English - Date: 2013-09-10 23:38:01 Mathematics Bayesian statistics Statistical models Theoretical computer science Inductive reasoning Belief propagation Factor graph Machine learning Algorithm Graph theory Statistics Graphical models
610	Crystal Reports - SMScreening_DesignDraft 26B.rpt Add to Reading List Source URL: doc.renlearn.com Language: English - Date: 2011-12-09 09:56:37 Statistics Statistical models Standardized tests STAR Item response theory Renaissance Learning Accelerated Math Test California Standardized Testing and Reporting (STAR) Program Education Psychometrics Educational psychology

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