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Computational learning theory
Results: 425

#	Item
301	partykit: A Toolkit for Recursive Partytioning Achim Zeileis Torsten Hothorn Universit¨ Add to Reading List Source URL: cran.r-project.org Language: English - Date: 2014-07-02 15:58:31 Weka R-tree Decision tree learning Recursive tree Binary trees Graph theory Statistics Computational statistics
302	A fast and simple algorithm for training neural probabilistic language models Andriy Mnih Gatsby Computational Neuroscience Unit, University College London Add to Reading List Source URL: icml.cc Language: English - Date: 2012-06-07 13:20:52 Artificial intelligence Computational neuroscience Machine learning Statistical natural language processing Estimation theory N-gram Language model Speech recognition Perplexity Science Computational linguistics Statistics
303	PAC Subset Selection in Stochastic Multi-armed Bandits Add to Reading List Source URL: icml.cc Language: English - Date: 2012-06-07 13:20:18 Reduction Structural complexity theory Probably approximately correct learning Big O notation Theoretical computer science Applied mathematics Computational complexity theory
304	Empirical Inference ResearchOverview The problems studied in the department can be subsumed under the heading of empirical inference. This term refers to inference performed on the basis of empirical data. The type of i Add to Reading List Source URL: www.is.tuebingen.mpg.de Language: English - Date: 2012-12-21 09:36:18 Bayesian statistics Formal sciences Statistical inference Causality Supervised learning Bayesian network Computational learning theory Support vector machine Semi-supervised learning Statistics Machine learning Cybernetics
305	JMLR: Workshop and Conference Proceedings vol 35:1–20, 2014 Sample Complexity Bounds on Differentially Private Learning via Communication Complexity Vitaly Feldman IBM Research - Almaden. Add to Reading List Source URL: jmlr.org Language: English - Date: 2014-05-28 14:26:58 Measure theory Computational complexity theory Calculus Data privacy Differential privacy Continuous function Support Communication complexity VC dimension Theoretical computer science Mathematical analysis Mathematics
306	A Hopfield Network for Multi-Target Optimization Kevin Swingler Abstract— This paper presents a method for training a binary Hopfield neural network so that its energy function represents the fitness surface of an opti Add to Reading List Source URL: www.cs.stir.ac.uk Language: English - Date: 2011-08-23 06:21:21 Cybernetics Applied mathematics Hopfield network Networks Hebbian theory Mathematical optimization Genetic algorithm Fitness landscape Machine learning Neural networks Computational neuroscience Science
307	Hybrid hierarchical steps and learning by abstraction for an emotion recognition system BRUNO APOLLONI, CHRISTOS OROVAS, GIORGIO PALMAS Computer Science Department, University of Milan Via Comelico 39, 20 135, ITALY Add to Reading List Source URL: www.image.ece.ntua.gr Language: English - Date: 2000-10-25 10:59:02 Scientific method Computational learning theory Philosophy of science Computational neuroscience Probably approximately correct learning Hypothesis Emotion Meditation Neural network Science Ethology Information
308	Characterizing the Sample Complexity of Private Learners∗ Amos Beimel Kobbi Nissim Uri Stemmer Add to Reading List Source URL: privacytools.seas.harvard.edu Language: English - Date: 2014-07-01 20:06:57 Statistical inference Applied probability Data privacy Exponential mechanism Randomized algorithm Statistical hypothesis testing Sample size determination Probably approximately correct learning PP Theoretical computer science Statistics Computational complexity theory
309	LNCS[removed]Private Learning and Sanitization: Pure vs. Approximate Differential Privacy Add to Reading List Source URL: privacytools.seas.harvard.edu Language: English - Date: 2014-07-01 16:31:39 Computational learning theory Probably approximately correct learning Sample size determination Exponential mechanism Statistical power Statistics Data privacy Probability and statistics
310	Faster Private Release of Marginals on Small Databases Karthekeyan 1 1 Chandrasekaran , Add to Reading List Source URL: privacytools.seas.harvard.edu Language: English - Date: 2014-01-21 14:41:06 Data privacy Complexity classes Differential privacy Polynomial Computational learning theory PP P Algorithm Theoretical computer science Applied mathematics Mathematics

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