Statistical algorithms

Results: 271



#Item
241Statistical classification / Generalized functions / Mathematics / Dimension / VC dimension / Distribution / Probably approximately correct learning / Computational learning theory / Mathematical analysis / Statistics

Using the Doubling Dimension to Analyze the Generalization of Learning Algorithms Nader H. Bshouty∗ Technion Yi Li

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Source URL: www.phillong.info

Language: English - Date: 2013-08-07 11:59:37
242K-nearest neighbor algorithm / Statistical hypothesis testing / Floating point / Statistics / Search algorithms / Mean

Facilitating CBR for Incompletely-Described Cases: Distance Metrics for Partial Problem Descriptions? Steven Bogaerts and David Leake Computer Science Department, Indiana University, Lindley Hall[removed]S. Woodlawn Aven

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Source URL: www.cs.indiana.edu

Language: English - Date: 2005-04-25 16:10:15
243Mathematics / Computational complexity theory / Statistical inference / Estimation theory / Time complexity / Worst-case complexity / Logarithm / Complexity / Estimator / Theoretical computer science / Applied mathematics / Analysis of algorithms

Complexity Plots by Jeyarajan Thiyagalingam Simon Walton

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Source URL: eprints.maths.ox.ac.uk

Language: English - Date: 2013-07-30 05:50:30
244Neural networks / Computational neuroscience / Statistical classification / Supervised learning / Kernel trick / Kernel / Support vector machine / Perceptron / Pattern recognition / Machine learning / Statistics / Artificial intelligence

Scaling Learning Algorithms towards AI Yoshua Bengio (1) and Yann LeCun[removed]removed] D´epartement d’Informatique et Recherche Op´erationnelle Universit´e de Montr´eal, (2) [removed]

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Source URL: deeplearning.cs.cmu.edu

Language: English - Date: 2013-09-23 22:24:16
245Non-parametric statistics / Learning / Supervised learning / Kernel density estimation / Statistical classification / Machine learning / Statistics / Artificial intelligence

Scalable machine learning for massive datasets: Fast summation algorithms Getting good enough solutions as fast as possible

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Source URL: www.umiacs.umd.edu

Language: English - Date: 2007-03-08 13:31:35
246Multivariate statistics / Signal processing / Statistical classification / Kernel density estimation / Kernel regression / Multivariate kernel density estimation / Supervised learning / Gaussian function / Kernel principal component analysis / Statistics / Non-parametric statistics / Machine learning

Computational tractability of machine learning algorithms for tall fat data VIKAS CHANDRAKANT RAYKAR, University of Maryland, CollegePark

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Source URL: www.umiacs.umd.edu

Language: English - Date: 2006-10-27 09:51:07
247Supervised learning / Empirical risk minimization / Support vector machine / PP / Statistical classification / Function / Pattern recognition / Linear classifier / Statistics / Machine learning / Mathematics

Supervised learning for computer vision: Theory and algorithms - Part I Francis Bach1 & Jean-Yves Audibert2,1

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Source URL: www.di.ens.fr

Language: English - Date: 2008-10-11 18:22:01
248Numerical analysis / Statistical mechanics / Markov processes / Monte Carlo methods / Markov chain / Autocorrelation / Numerical integration / Joint probability distribution / Gibbs measure / Statistics / Probability and statistics / Markov models

Monte Carlo Methods in Statistical Mechanics: Foundations and New Algorithms

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Source URL: www.fisica.uniud.it

Language: English - Date: 2010-07-23 12:52:30
249Lattice models / Ising model / Magnetic ordering / Relaxation / Autocorrelation / Correlation function / Ferromagnetism / Spin glass / Physics / Statistical mechanics / Covariance and correlation

Critical Slowing Down and Cluster Algorithms Reducing critical slowing down

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Source URL: www.physics.buffalo.edu

Language: English - Date: 2014-03-25 12:09:36
250Operations research / Support vector machine / Stochastic optimization / Feature selection / Convex optimization / Statistics / Mathematical optimization / Statistical classification

Stochastic Optimization for Big Data Analytics: Algorithms and Libraries Tianbao Yang‡ SDM 2014, Philadelphia, Pennsylvania collaborators:

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Source URL: www.siam.org

Language: English - Date: 2014-02-18 14:01:55
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