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Statistical learning theory
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#	Item
371	Using Naive Bayes to Detect Spammy Names in Social Networks David Mandell Freeman LinkedIn Corporation 2029 Stierlin Ct. Mountain View, CA[removed]USA Add to Reading List Source URL: theory.stanford.edu Language: English - Date: 2013-09-12 03:21:37 Computing Spamming Statistical classification Machine learning Bayesian statistics Anti-spam techniques Spam Naive Bayes classifier N-gram Statistics Internet Spam filtering
372	BEHAVIORAL AND BRAIN SCIENCES[removed], 169 –231 doi:[removed]S0140525X10003134 Bayesian Fundamentalism or Enlightenment? On the explanatory status and theoretical contributions of Add to Reading List Source URL: sydney.edu.au Language: English - Date: 2011-09-16 01:17:34 Bayesian statistics Philosophy of science Statistical theory Statistical inference Cognitive science Bayesian inference Concept learning ACT-R Psychology Science Knowledge Statistics
373	Enhancing Validity in Observational Settings When Replication is Not Possible Christopher J. Fariss and Zachary M. Jones Abstract We argue that political scientists can enhance the external validity of models of observat Add to Reading List Source URL: zmjones.com Language: English - Date: 2015-04-02 22:01:09 Estimation theory Statistical inference Econometrics Linear regression Regularization Resampling Generalization error Least squares Validity Statistics Regression analysis Machine learning
374	Journal of Machine Learning Research[removed] Submitted 12/01; Published[removed]Learning Probabilistic Models of Link Structure Lise Getoor Add to Reading List Source URL: www.jmlr.org Language: English - Date: 2004-09-05 14:59:07 Statistical models Data modeling Database constraints Statistics Relational model Relational database Probabilistic relational model Database normalization Function Data management Mathematics Database theory
375	2D1431 Machine Learning Exam 2002-02-14 8:00-13:00 L21-22 Frank Homann e-mail: homann@nada.kth.se December 20, 2002 Add to Reading List Source URL: www.nada.kth.se Language: English Cybernetics Artificial intelligence Statistical inference Learning Computational learning theory Inductive bias Probably approximately correct learning Artificial neuron Statistical hypothesis testing Statistics Machine learning Science
376	Algorithms for Nearest Neighbors Background and Two Challenges Yury Lifshits Steklov Institute of Mathematics at St.Petersburg http://logic.pdmi.ras.ru/~yura Add to Reading List Source URL: yury.name Language: English - Date: 2007-12-08 06:42:12 Search algorithms Computational statistics K-nearest neighbor algorithm Plagiarism detection Coding theory Pattern recognition Statistical classification Nearest neighbor search Machine learning Artificial intelligence Information science
377	STATISTICS 582: Advanced Theory of Statistical Inference Winter, 2015 Time: Add to Reading List Source URL: www.stat.washington.edu Language: English - Date: 2015-01-05 11:01:21 Homework Standards-based education Education Learning Education reform
378	1 DEPARTMENT OF STATISTICS AND DATA SCIENCES UT Summer Statistics Institute The University of Texas at Austin Add to Reading List Source URL: stat.utexas.edu Language: English - Date: 2015-01-12 11:39:06 Econometrics Scientific method Statistical methods Statistical inference Linear regression Data mining Bayesian inference Optimal design Machine learning Statistics Statistical theory Regression analysis
379	1 DEPARTMENT OF STATISTICS AND DATA SCIENCES UT Summer Statistics Institute The University of Texas at Austin Add to Reading List Source URL: stat.utexas.edu Language: English - Date: 2015-01-12 09:51:01 Econometrics Scientific method Statistical methods Statistical inference Linear regression Data mining Bayesian inference Optimal design Machine learning Statistics Statistical theory Regression analysis
380	KRA407 Honours –scientific research - thesis Developed by Chris Hyland, Greg Dicinoski and Moira Cordiner This sheet is a revision of an earlier sheet that did not link the criteria closely enough to the learning out Add to Reading List Source URL: www.teaching-learning.utas.edu.au Language: English - Date: 2011-09-18 19:31:40 Research methods Research Economic model Analysis Theory Data analysis Statistical hypothesis testing Science Ethology Scientific method

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