Statistical learning theory

Results: 800



#Item
271Formal sciences / Knowledge / Cybernetics / Computational neuroscience / Networks / Pattern recognition / Neural network / Computational learning theory / Statistical classification / Statistics / Machine learning / Science

Probabilistic machine learning Zoubin Ghahramani Department of Engineering University of Cambridge, UK http://learning.eng.cam.ac.uk/zoubin/

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Source URL: www.snn.ru.nl

Language: English - Date: 2015-04-02 04:27:53
272Machine learning / Science / Speech recognition / Automatic summarization / Data mining / Classifier / Statistical classification / N-gram / Model theory / Computational linguistics / Natural language processing / Linguistics

About the Usefulness and Learnability of Argument-Diagrams from Real Discussions Rutger Rienks and Daan Verbree Human Media Interaction (HMI) University of Twente, Enschede, The Netherlands {Rienks, Verbree}@ewi.utwente.

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Source URL: www.amiproject.org

Language: English - Date: 2009-01-21 05:42:44
273Bayesian statistics / Econometrics / Regression analysis / Maximum likelihood / Logistic regression / Supervised learning / Order statistic / Akaike information criterion / Statistical model / Statistics / Statistical theory / Estimation theory

Probabilistic n-Choose-k Models for Classification and Ranking Kevin Swersky Daniel Tarlow Dept. of Computer Science

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Source URL: www.cs.toronto.edu

Language: English - Date: 2012-11-13 03:36:57
274Bayesian statistics / Econometrics / Statistical theory / Polynomial regression / Belief propagation / Logistic regression / Random forest / Gaussian process / Bayesian inference / Statistics / Regression analysis / Statistical inference

Just-In-Time Learning for Fast and Flexible Inference S. M. Ali Eslami, Daniel Tarlow, Pushmeet Kohli and John Winn Microsoft Research {alie,dtarlow,pkohli,jwinn}@microsoft.com

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Source URL: arkitus.com

Language: English - Date: 2014-10-29 14:57:41
275Artificial intelligence / Computational neuroscience / Machine learning / Statistical natural language processing / Estimation theory / N-gram / Language model / Speech recognition / Perplexity / Science / Computational linguistics / Statistics

A fast and simple algorithm for training neural probabilistic language models Andriy Mnih Gatsby Computational Neuroscience Unit, University College London

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Source URL: www.cs.toronto.edu

Language: English - Date: 2012-05-21 13:59:03
276Decision theory / Econometrics / Loss function / Statistical theory / Support vector machine / Segmentation / Supervised learning / Conditional random field / Statistics / Machine learning / Statistical classification

Structured Output Learning with High Order Loss Functions Daniel Tarlow Department of Computer Science University of Toronto

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Source URL: www.cs.toronto.edu

Language: English - Date: 2012-02-04 17:48:30
277Probability theory / Statistical theory / Graphical models / Bayesian statistics / Machine learning / Conditional random field / Hidden Markov model / Markov random field / Information theory / Statistics / Probability and statistics / Probability

Conditional Random Fields: An Introduction∗ Hanna M. Wallach February 24, 2004 1

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Source URL: www.inference.phy.cam.ac.uk

Language: English - Date: 2004-09-21 19:00:07
278Machine learning / Cluster analysis / Estimation theory / RNA / Expectation–maximization algorithm / Mixture model / Hierarchical clustering / Bioinformatics / Gene expression profiling / Statistics / Biology / Gene expression

Model-based clustering of time-course RNA-seq data Man-Kee Maggie Chu and Wenqing He Department of Statistical and Actuarial Sciences, The University of Western Ontario, London, ON, CANADA Corresponding author: Man-Kee M

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Source URL: www.statistics.gov.hk

Language: English - Date: 2013-08-22 04:39:12
279Bayesian statistics / Philosophy of science / Concept learning / Learning theory / Machine learning / Bayesian inference / Statistical inference / Bayesian probability / Tannenbaum / Statistics / Science / Statistical theory

Still searching for principles: a response to Goodman et al. We appreciate Goodman et al’s efforts to address concerns raised in Marcus and Davis (2013), but we remain unconvinced. Multiple models To refresh the reade

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Source URL: www.cs.nyu.edu

Language: English - Date: 2015-04-21 10:34:40
280Survival analysis / Machine learning / Regression analysis / Truncation / Weibull distribution / Mixture model / Income protection insurance / Likelihood function / Mixture distribution / Statistics / Statistical models / Estimation theory

Microsoft Word - Q.Liu, D.Pitt,Y.Wang,X.Wu..docx

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Source URL: fbe.unimelb.edu.au

Language: English - Date: 2013-08-05 02:17:34
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