Computational learning theory

Results: 425



#Item
201Dimension / Linear algebra / Statistical classification / Computational learning theory / Mixture model / VC dimension / Kernel / Mixture distribution / Perceptron / Algebra / Mathematics / Statistics

6.867 Machine learning, lecture 14 (Jaakkola) 1 Lecture topics: • margin and generalization

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Source URL: ocw.mit.edu

Language: English - Date: 2015-03-15 16:36:56
202Computational learning theory / Probably approximately correct learning / Computability theory / Polynomial / Kolmogorov complexity / NP / Algorithm / Theoretical computer science / Applied mathematics / Computational complexity theory

LNAIOn the Relationship between Models for Learning in Helpful Environments

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Source URL: www.cs.iastate.edu

Language: English - Date: 2005-02-05 20:17:52
203Computational neuroscience / Neural networks / Learning / Computational learning theory / Theoretical computer science / Conference on Neural Information Processing Systems / Machine learning / Artificial intelligence / Applied mathematics

Contact Address: 616 N 5th Ave Ann Arbor, MI[removed]Jacob D Abernethy

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Source URL: web.eecs.umich.edu

Language: English - Date: 2014-01-27 23:56:33
204Exponentiation / Mathematics / Markov models / Markov chain / Computational complexity theory

Multitask Learning with Expert Advice Jacob Duncan Abernethy Peter Bartlett Alexander Rakhlin

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Source URL: www.eecs.berkeley.edu

Language: English - Date: 2007-01-29 01:07:03
205Artificial intelligence / Science / Econometrics / Computational linguistics / Estimation theory / Generalized method of moments / Mixture model / Speech recognition / Statistical classification / Machine learning / Statistics / Automatic identification and data capture

Microsoft Word - SST_Paper_2006_Modified_-Prof.doc

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Source URL: www.assta.org

Language: English - Date: 2007-09-27 06:01:00
206Decision theory / Ensemble learning / Game artificial intelligence / Search algorithms / Computational learning theory / Weighted Majority Algorithm / Minimax / Boosting / Multi-armed bandit / Statistics / Machine learning / Artificial intelligence

Minimax Games with Bandits Manfred K. Warmuth† Department of Computer Science UC Santa Cruz [removed]

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Source URL: web.eecs.umich.edu

Language: English - Date: 2013-10-28 18:03:14
207Machine learning / Data security / National security / Computing / Cyberwarfare / Malware / Anomaly detection / Computational learning theory / Antivirus software / Security / Computer security / Computer network security

Volume 3, Issue 1, January – December[removed]Machine Learning Methods for Computer Security (Dagstuhl Perspectives Workshop[removed]Anthony D. Joseph, Pavel Laskov, Fabio Roli, J. Doug Tygar, and Blaine Nelson .

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Source URL: drops.dagstuhl.de

Language: English - Date: 2014-10-15 03:25:19
208Decision trees / Computational statistics / Decision theory / Information systems / ID3 algorithm / Diagnosis / Heuristic / Concept learning / Case-based reasoning / Learning / Machine learning / Artificial intelligence

Practical machine learning and its potential application to problems in agriculture Ian H. Witten, Sally Jo Cunningham, Geoffrey Holmes, Robert J. McQueen, Lloyd A. Smith Department of Computer Science University of Waik

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Source URL: www.cs.waikato.ac.nz

Language: English - Date: 1996-07-31 19:56:35
209Machine learning / Data security / National security / Computing / Cyberwarfare / Malware / Anomaly detection / Computational learning theory / Antivirus software / Security / Computer security / Computer network security

Volume 3, Issue 1, January – December[removed]Machine Learning Methods for Computer Security (Dagstuhl Perspectives Workshop[removed]Anthony D. Joseph, Pavel Laskov, Fabio Roli, J. Doug Tygar, and Blaine Nelson .

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Source URL: drops.dagstuhl.de

Language: English - Date: 2014-10-16 03:45:30
210Semantic similarity / Graph / Path / Directed graph / Graph theory / Computational linguistics / Graph connectivity

Learning to Walk Structured Text Networks CMU-LTI[removed]Einat Minkov and William W. Cohen

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Source URL: www.cs.cmu.edu

Language: English - Date: 2008-03-05 13:49:35
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