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Probably approximately correct learning
Results: 61

#	Item
21	Agnostic Online Learning (D´avid P´al is eligible for Mark Fulk Award.) Shai Ben-David and D´avid P´al David R. Cheriton School of Computer Science University of Waterloo Add to Reading List Source URL: david.palenica.com Language: English - Date: 2011-10-15 14:45:25 Weighted Majority Algorithm Probably approximately correct learning Online machine learning
22	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
23	On Efficient Agnostic Learning of Linear Combinations of Basis Functions Wee Sun Lee Dept. of Systems Engineering, RSISE, Aust. National University, Canberra, ACT 0200, Australia. Add to Reading List Source URL: users.cecs.anu.edu.au Language: English - Date: 2005-03-22 04:23:34 Probably approximately correct learning Inner product space Polynomial Function Computational complexity theory Machine learning Supervised learning Empirical risk minimization Mathematics Mathematical analysis Computational learning theory
24	The Importance of Convexity in Learning with Squared Loss Wee Sun Lee Peter L. Bartletty Robert C. Williamsonz Add to Reading List Source URL: users.cecs.anu.edu.au Language: English - Date: 2005-03-22 04:23:48 Convex function Probably approximately correct learning Machine learning Mathematical optimization Convex analysis Mathematical analysis
25	LNAIOn the Relationship between Models for Learning in Helpful Environments Add to Reading List Source URL: www.cs.iastate.edu Language: English - Date: 2005-02-05 20:17:52 Computational learning theory Probably approximately correct learning Computability theory Polynomial Kolmogorov complexity NP Algorithm Theoretical computer science Applied mathematics Computational complexity theory
26	Toward PAC-Learning of Weights from Qualitative Distance Information Add to Reading List Source URL: aaai.org Language: English - Date: 2006-01-11 08:20:13 Neural networks Group theory Linear algebra Vector space Probably approximately correct learning Logarithm Information bottleneck method CMA-ES Algebra Mathematics Multivariate statistics
27	Foundations of Machine Learning Lecture 2 Mehryar Mohri Courant Institute and Google Research Add to Reading List Source URL: www.cs.nyu.edu Language: English - Date: 2014-09-22 09:09:12 Computational learning theory Learning Probably approximately correct learning Mehryar Mohri Mohri Computational complexity theory Generalization error Algorithm Time complexity Theoretical computer science Applied mathematics Machine learning
28	Aggregate Pseudorandom Functions and Connections to Learning Aloni Cohen∗ Shafi Goldwasser† Add to Reading List Source URL: eprint.iacr.org Language: English - Date: 2015-01-19 04:22:49 Cryptography Function Pseudorandom function family Polynomial One-way function Probably approximately correct learning Mathematics Applied mathematics Pseudorandomness
29	A Bound on the Label Complexity of Agnostic Active Learning Steve Hanneke [removed] Machine Learning Department, Carnegie Mellon University, Pittsburgh, PA[removed]USA Add to Reading List Source URL: www.machinelearning.org Language: English - Date: 2008-12-01 11:24:55 Mathematical notation Mathematics Entropy Probably approximately correct learning Applied mathematics Analysis of algorithms Asymptotic analysis Big O notation
30	Statistical Learning of Arbitrary Computable Classifiers David Soloveichik California Institute of Technology Department of Computation and Neural Systems MC[removed]Pasadena, CA 91125 Add to Reading List Source URL: www.dna.caltech.edu Language: English - Date: 2009-05-26 19:56:02 Computational learning theory Computability theory Theory of computation Machine learning Probably approximately correct learning Blum axioms Computable function Uniform convergence VC dimension Theoretical computer science Mathematics Applied mathematics