Statistical learning theory

Results: 800



#Item
551Statistical models / Data analysis / Minimum description length / Anomaly detection / Akaike information criterion / Information theory / Model selection / Statistics / Formal sciences / Data mining

Information-theoretic Learning and Data Mining Kenji Yamanishi The University of Tokyo, JAPAN Oct. 18th, 2009

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Source URL: www.jst.go.jp

Language: English - Date: 2010-11-01 01:10:41
552Machine learning / Statistical inference / Statistical classification / Classifier chains / Estimator / Maximum likelihood / Kernel density estimation / Bayes estimator / Kullback–Leibler divergence / Statistics / Estimation theory / Statistical theory

Online Estimation of Discrete Densities Michael Geilke∗ , Eibe Frank† , Andreas Karwath∗ and Stefan Kramer∗ ∗ †

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

Language: English - Date: 2013-10-21 20:47:45
553Science / BitTorrent / BitTorrent tracker / Receiver operating characteristic / Tracker / Information theory / Tracking / Physics / Statistics / Machine learning / Statistical classification

Approved for public release; distribution is unlimited. Information Theoretic Evaluation of Data Processing Systems Dr Michael B. Hurley NIST Data Science Symposium

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Source URL: www.nist.gov

Language: English - Date: 2014-05-05 16:07:18
554Stochastic processes / Statistical classification / Statistical theory / Mixture model / Parametric model / Dirichlet process / Hidden Markov model / Generative model / Support vector machine / Statistics / Statistical models / Machine learning

INTERSPEECH[removed]Infinite Support Vector Machines in Speech Recognition Jingzhou Yang, Rogier C. van Dalen and Mark Gales Department of Engineering, University of Cambridge Trumpington Street, Cambridge, CB2 1PZ, UK

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Source URL: mi.eng.cam.ac.uk

Language: English - Date: 2013-09-24 18:34:41
555Computer vision / Machine learning / Statistical inference / Expectation–maximization algorithm / Missing data / Edge detection / Optical flow / Conditional random field / Object recognition / Statistics / Artificial intelligence / Estimation theory

Surveillance Event Detection Mert Dikmen, Huazhong Ning, Dennis J. Lin, Liangliang Cao, Vuong Le, Shen-Fu Tsai, Kai-Hsiang Lin, Zhen Li, Jianchao Yang, Thomas S. Huang Department of Electrical and Computer Engineering Un

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Source URL: www-nlpir.nist.gov

Language: English - Date: 2009-05-18 11:26:55
556Support vector machines / Machine learning / Information retrieval / Harmonic mean / Average / Least squares support vector machine / Entropy / Active learning / Information theory / Statistics / Means / Statistical classification

LSIS TREC VIDEO 2008 High Level Feature Shot Segmentation using Compact Profil Entropy and Affinity Propagation Clustering Herve GLOTIN and Zhongqiu ZHAO Laboratoire des sciences de l’information et des systemes UMR CN

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Source URL: www-nlpir.nist.gov

Language: English - Date: 2008-12-03 08:54:00
557Statistical methods / Estimation theory / Linear regression / Progress in International Reading Literacy Study / Teacher / Decision tree learning / Statistics / Econometrics / Regression analysis

A top-down evaluation of factors related to the largest performance gap in reading literacy across 25 countries Fabio Alivernini, National Institute for the Educational Evaluation of Instruction and Training (INVALSI), I

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Source URL: www.iea.nl

Language: English - Date: 2011-08-10 09:26:31
558Statistical theory / Gaussian process / Mixture model / Kriging / Errors and residuals in statistics / Statistics / Regression analysis / Machine learning

Fast Allocation of Gaussian Process Experts Trung V. Nguyen ANU & NICTA VTNGUYEN @ NICTA . COM . AU

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Source URL: jmlr.org

Language: English - Date: 2014-02-16 19:30:21
559Machine learning / Estimation theory / Statistical models / Computer accessibility / Speech recognition / Hidden Markov model / Expectation–maximization algorithm / Perceptron / Generative model / Statistics / Markov models / Probability and statistics

926 IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING, VOL. 4, NO. 6, DECEMBER 2010 Online Learning and Acoustic Feature Adaptation in Large-Margin Hidden Markov Models

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Source URL: www-bcf.usc.edu

Language: English - Date: 2011-08-01 12:49:02
560Econometrics / Statistical inference / Machine learning / Confidence interval / Multi-armed bandit / Thompson sampling / Reinforcement learning / Bayes estimator / Dimensional analysis / Statistics / Measurement / Estimation theory

Thompson Sampling for Complex Online Problems

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Source URL: jmlr.org

Language: English - Date: 2014-02-16 19:30:21
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