Computational learning theory

Results: 425



#Item
91Probably 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
92Carsten Lund / Computational learning theory / Sparse language / IP / ACM SIGACT / Computer science / International Colloquium on Automata /  Languages and Programming / Interactive proof system / Probabilistically checkable proof / Theoretical computer science / Applied mathematics / Computational complexity theory

Lance Jeremy Fortnow Georgia Institute of Technology School of Computer Science 266 Ferst Drive Atlanta, GA 30332

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Source URL: lance.fortnow.com

Language: English - Date: 2014-06-05 11:48:59
93Markov models / Computational statistics / Statistical theory / Variational Bayesian methods / Hyperparameter / Bayesian inference / Markov chain Monte Carlo / Surrogate model / Estimation theory / Statistics / Bayesian statistics / Statistical inference

Practical Bayesian Optimization of Machine Learning Algorithms Jasper Snoek Department of Computer Science University of Toronto

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Source URL: papers.nips.cc

Language: English - Date: 2014-03-25 03:56:45
94Computational linguistics / Science / Statistical classification / Machine learning / Category theory / String kernel / Support vector machine / Kernel / Supervised learning / Mathematics / Statistics / Natural language processing

Semi-Supervised Abstraction-Augmented String Kernel for Multi-Level Bio-Relation Extraction Pavel Kuksa1 , Yanjun Qi2 , Bing Bai2 , Ronan Collobert2 , Jason Weston3 , Vladimir Pavlovic1 , and Xia Ning4 1 Department of Co

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Source URL: ronan.collobert.com

Language: English - Date: 2010-07-06 10:10:09
95Computational learning theory / Empirical process / Year of birth missing / Machine learning / Alexey Chervonenkis / Statistical classification / Vladimir Vapnik / Support vector machine / Glivenko–Cantelli theorem / Statistics / Mathematics / Mathematical sciences

On 21 September 2014, Alexej Chervonenkis went for a walk in a park on the outskirts of Moscow and got lost. He called his wife in the evening, and last talked to her around midnight, saying that he would try to sleep a

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Source URL: people.tuebingen.mpg.de

Language: English - Date: 2014-12-08 17:26:37
96Theoretical computer science / ACM SIGACT / Computational learning theory / Symposium on Parallelism in Algorithms and Architectures / Symposium on Principles of Distributed Computing / Distributed computing / Michael J. Fischer / Nir Shavit / Nancy Lynch / Computer science / Computing / Applied mathematics

James Aspnes April 30th, 2015 Work address James Aspnes Yale University Department of Computer Science

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Source URL: cs.yale.edu

Language: English - Date: 2015-04-30 10:34:02
97Mathematics / Formal sciences / Cybernetics / Computational learning theory / Pattern recognition / Information theory / Decision tree model / PP / Logarithm / Theoretical computer science / Applied mathematics / Machine learning

Efficient Noise-Tolerant Learning from Statistical Queries MICHAEL KEARNS AT&T Laboratories—Research, Florham Park, New Jersey Abstract. In this paper, we study the problem of learning in the presence of classificatio

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Source URL: www.cs.iastate.edu

Language: English - Date: 2003-04-11 14:26:30
98Statistics / Statistical natural language processing / Computational linguistics / Data mining / Natural language processing / Topic model / Information retrieval / Conference on Neural Information Processing Systems / Computational learning theory / Artificial intelligence / Machine learning / Science

David M. Andrzejewski Professional experience Industry Spring 2014 to present

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Source URL: www.david-andrzejewski.com

Language: English - Date: 2015-03-25 13:34:47
99Applied mathematics / Linear classifier / Ensemble learning / Time complexity / Support vector machine / Algorithm / Computational complexity theory / Stability / Boosting methods for object categorization / Machine learning / Statistics / Statistical classification

Linear Time Nonparametric Classification and Feature Selection with Polynomial MPMC Cascades for large datasets Markus Breitenbach1 , Sander M. Bohte1,2 , and Gregory Z. Grudic1 1

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Source URL: markus-breitenbach.com

Language: English - Date: 2004-06-24 11:16:08
100Differential privacy / Applied mathematics / Science / Exponential mechanism / Privacy / Data mining / Internet privacy / Information privacy / Computational learning theory / Data privacy / Ethics / Formal sciences

shutterstock_134444528 [Converted]

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Source URL: cseweb.ucsd.edu

Language: English - Date: 2014-07-01 22:41:41
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