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Rademacher complexity
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#	Item
1	Rademacher Complexity Margin Bounds for Learning with a Large Number of Classes Vitaly Kuznetsov Courant Institute of Mathematical Sciences, 251 Mercer street, New York, NY, 10012 Mehryar Mohri Add to Reading List Source URL: www.cims.nyu.edu - Date: 2015-06-14 23:04:17
2	Mathematical Modelling of Generalization Martin Anthony Department of Mathematics, London School of Economics Houghton Street, London WC2A 2AE, UK www.maths.lse.ac.uk/Personal/martin Add to Reading List Source URL: www.maths.lse.ac.uk Language: English - Date: 2002-09-24 16:32:03 Machine learning Statistical classification Computational learning theory Decision theory Rademacher complexity Stability VC dimension Support vector machine Sample complexity Generalization error VapnikChervonenkis theory
3	Theoretical Statistics. Lecture 11. Peter Bartlett Uniform laws of large numbers: Bounding Rademacher complexity. 1. Vapnik-Chervonenkis dimension. 2. Structural results for Rademacher complexity. 3. Metric entropy. Add to Reading List Source URL: www.stat.berkeley.edu Language: English - Date: 2013-02-26 17:02:06
4	The Local Rademacher Complexity of `p-Norm Multiple Kernel Learning Marius Kloft∗ Machine Learning Laboratory TU Berlin, Germany Add to Reading List Source URL: users.math.uni-potsdam.de Language: English - Date: 2012-02-02 09:05:46
5	Online Learning: Stochastic and Constrained Adversaries arXiv:1104.5070v1 [stat.ML] 27 Apr 2011 Alexander Rakhlin Department of Statistics Add to Reading List Source URL: arxiv.org Language: English - Date: 2011-04-27 20:24:41 Artificial intelligence Minimax Distribution Rademacher complexity Decision theory Mathematics Mathematical analysis
6	Rademacher Complexity Ashish Rastogi 1 Introduction Add to Reading List Source URL: cs.nyu.edu Language: English - Date: 2009-09-03 19:03:18 Operator theory Fourier analysis Artificial intelligence Learning Mathematics Itō diffusion Hardy space Machine learning Decision theory Rademacher complexity
7	Foundations of Machine Learning Lecture 8 Mehryar Mohri Courant Institute and Google Research [removed] Add to Reading List Source URL: www.cs.nyu.edu Language: English - Date: 2014-12-05 14:56:46 Mohri Information theory Operator theory Artificial intelligence Learning Mathematics Machine learning Decision theory Rademacher complexity
8	Journal of Machine Learning Research[removed]Submitted 09/08; Published[removed]Stability Bounds for Stationary ϕ-mixing and β-mixing Processes Mehryar Mohri Add to Reading List Source URL: www.cs.nyu.edu Language: English - Date: 2013-10-12 16:47:09 Mixing Rademacher complexity Statistics Learning Stability
9	Rademacher Complexity Bounds for Non-I.I.D. Processes Mehryar Mohri Courant Institute of Mathematical Sciences and Google Research 251 Mercer Street Add to Reading List Source URL: www.cs.nyu.edu Language: English - Date: 2009-11-02 10:14:32 Mathematics Stability Concentration inequality Structure Behavior Decision theory Machine learning Rademacher complexity
10	The Rademacher Complexity of Co-Regularized Kernel Classes David S. Rosenberg Peter L. Bartlett Add to Reading List Source URL: jmlr.csail.mit.edu Language: English - Date: 2007-10-27 13:13:46 Spectral theory Abstract algebra Eigenvalues and eigenvectors Singular value decomposition Spectral theory of ordinary differential equations Algebra Mathematics Linear algebra