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Statistical learning theory
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#	Item
1	Stat 928: Statistical Learning Theory Lecture: 4 The Central Limit Theorem; Large Deviations; and Rate Functions Instructor: Sham Kakade Add to Reading List Source URL: stat.wharton.upenn.edu Language: English - Date: 2011-01-27 22:12:22
2	Stat 928: Statistical Learning Theory Lecture: 22 Exponentiated Gradient Descent Instructor: Sham Kakade Add to Reading List Source URL: stat.wharton.upenn.edu Language: English - Date: 2011-04-18 18:20:03
3	ECE901 Spring 2007 Statistical Learning Theory Instructor: R. Nowak Lecture 13: Maximum Likelihood Estimation Add to Reading List Source URL: nowak.ece.wisc.edu Language: English - Date: 2012-03-09 07:33:42
4	Statistical learning theory : a primer Louis Wehenkel University of Li`ege - Institut Montefiore Department of Electrical Engineering and Computer Science Email : February 1, 2018 Add to Reading List Source URL: www.montefiore.ulg.ac.be Language: English - Date: 2018-02-28 11:12:49
5	Stat 928: Statistical Learning Theory Lecture: 19 Perceptron Lower Bound & The Winnow Algorithm Instructor: Sham Kakade Add to Reading List Source URL: stat.wharton.upenn.edu Language: English - Date: 2011-04-05 21:10:43
6	ECE901 Spring 2007 Statistical Learning Theory Instructor: R. Nowak Lecture 14: Maximum Likelihood and Complexity Regularization Review : Maximum Likelihood Estimation We have n i.i.d observations drawn from an unknown Add to Reading List Source URL: nowak.ece.wisc.edu Language: English - Date: 2012-03-09 07:33:43
7	Stat 928: Statistical Learning Theory Lecture: 9 Empirical Process Theory and Oracle Inequalities Instructor: Sham Kakade Add to Reading List Source URL: stat.wharton.upenn.edu Language: English - Date: 2011-02-15 01:48:41
8	Stat 928: Statistical Learning Theory Lecture: 23 Online to Batch Conversions Instructor: Sham Kakade Add to Reading List Source URL: stat.wharton.upenn.edu Language: English - Date: 2011-04-18 18:20:33
9	Stat 928: Statistical Learning Theory Lecture: 24 Growth Functions and the VC dimension Instructor: Sham Kakade Add to Reading List Source URL: stat.wharton.upenn.edu Language: English - Date: 2011-04-18 18:21:01
10	Stat 928: Statistical Learning Theory Lecture: 8 Feature Selection in the Non-Orthogonal Case Instructor: Sham Kakade Add to Reading List Source URL: stat.wharton.upenn.edu Language: English - Date: 2011-04-12 12:45:49

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