Probably approximately correct learning

Results: 61



#Item
11Probably approximately correct learning / PP / Theoretical computer science / Applied mathematics / Computational learning theory

ATAL 2 Master Informatique de Nantes Some exercises for X9IT050: Grammatical Inference 1

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Source URL: pagesperso.lina.univ-nantes.fr

Language: English - Date: 2013-11-07 03:54:26
12Computational statistics / Co-training / Supervised learning / Pattern recognition / Probably approximately correct learning / Machine learning / Artificial intelligence / Learning

Combining Labeled and Unlabeled Data with Co-Trainingy Avrim Blum School of Computer Science Carnegie Mellon University Pittsburgh, PA

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Source URL: www.cs.cmu.edu

Language: English - Date: 2006-06-26 15:57:39
13Computational learning theory / Probably approximately correct learning / Sample size determination / PP / Central limit theorem / Statistical power / Expected value / Statistics / Theoretical computer science / Hypothesis testing

Sample-Efficient Strategies for Learning in the Presence of Noise ` CESA-BIANCHI NICOLO University of Milan, Milan, Italy

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Source URL: www.cs.iastate.edu

Language: English - Date: 2003-04-11 14:30:58
14Computer science / Theoretical computer science / Artificial intelligence / Probably approximately correct learning / Learning / Learnability / Leslie Valiant / Supervised learning / Algorithm / Computational learning theory / Machine learning / Applied mathematics

Review of Probably Approximate Correct, by Leslie Valiant. (Basic Books, 2013, x+195 pps.) In 2010, Leslie Valiant won the Turing Award, the “Nobel prize of computer science”. The citation mentioned a number of contr

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Source URL: www.cs.nyu.edu

Language: English - Date: 2015-03-15 21:24:02
15Theoretical computer science / Mathematics / Learning theory / Inductive inference / Algorithmic learning theory / Nicolò Cesa-Bianchi / Algorithm / Learnability / Probably approximately correct learning / Computational learning theory / Machine learning / Applied mathematics

doi:j.tcs

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Source URL: www-alg.ist.hokudai.ac.jp

Language: English - Date: 2014-03-14 14:22:29
16Artificial intelligence / Theoretical computer science / Learning / Probably approximately correct learning / Inductive inference / Active learning / Algorithm / Reinforcement learning / Book:Machine Learning - The Complete Guide / Machine learning / Computational learning theory / Applied mathematics

Editors’ Introduction Sanjay Jain, R´emi Munos, Frank Stephan, and Thomas Zeugmann The aim of the series of conferences on Algorithmic Learning Theory (ALT) is to look at learning from algorithmic and mathematical per

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Source URL: www-alg.ist.hokudai.ac.jp

Language: English - Date: 2014-03-14 14:24:08
17Computational learning theory / Hypothesis testing / Statistical tests / Overfitting / VC dimension / Cross-validation / Variance / Abstract interpretation / Probably approximately correct learning / Statistics / Machine learning / Statistical inference

Bias-Variance Tradeoffs in Program Analysis Rahul Sharma Aditya V. Nori Alex Aiken

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Source URL: theory.stanford.edu

Language: English - Date: 2013-11-07 17:01:23
18Probably approximately correct learning / Mathematical sciences / Data privacy / Mathematics / Cipher / Semantic security / Differential privacy / Cryptography / Computational learning theory / Applied mathematics

Order-Revealing Encryption and the Hardness of Private Learning Mark Bun∗ Mark Zhandry†

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Source URL: eprint.iacr.org

Language: English - Date: 2015-05-02 22:28:11
19Computational learning theory / Machine learning / Models of computation / Computational complexity theory / Probably approximately correct learning / Algorithm / Decision tree model / VC dimension / PP / Theoretical computer science / Applied mathematics / Mathematics

A Course in Machine Learning Hal Daumé III 10 | L EARNING T HEORY

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Source URL: ciml.info

Language: English - Date: 2014-09-24 16:08:31
20Boosting / LogitBoost / Probably approximately correct learning / Supervised learning / Algorithm / Margin classifier / LPBoost / Machine learning / Ensemble learning / AdaBoost

An Introduction to Boosting and Leveraging Ron Meir1 and Gunnar R¨ atsch2 1 Department of Electrical Engineering, Technion, Haifa 32000, Israel

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Source URL: www.face-rec.org

Language: English - Date: 2006-03-20 12:01:19
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