Statistics and Computer Science

Results: 1736



#Item
131Machine learning / Econometrics / M-estimators / Regression analysis / Mixture model / Maximum likelihood / Boltzmann machine / Expectation–maximization algorithm / Vector quantization / Statistics / Estimation theory / Statistical theory

Parametric Herding Yutian Chen Max Welling Bren School of Information and Computer Science University of California, Irvine

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Source URL: www.ics.uci.edu

Language: English - Date: 2010-03-16 13:28:39
132Normal distribution / Variance / Von Mises distribution / Belief propagation / Image noise / Gamma distribution / Mean squared error / Wireless sensor network / Statistics / Probability theory / Estimation theory

A Distributed Message Passing Algorithm for Sensor Localization Max Welling and Joseph J. Lim Bren School of Information and Computer Science UC Irvine, CA, USA {welling, josephjl}@ics.uci.edu

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Source URL: www.ics.uci.edu

Language: English - Date: 2008-06-14 04:41:24
133Science / Boltzmann machine / Speech recognition / Backpropagation / Hidden Markov model / Feedforward neural network / Pattern recognition / Markov chain / DBN / Neural networks / Statistics / Machine learning

Deep Belief Networks for phone recognition Abdel-rahman Mohamed, George Dahl, and Geoffrey Hinton Department of Computer Science University of Toronto {asamir,gdahl,hinton}@cs.toronto.edu

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Source URL: www.cs.utoronto.ca

Language: English - Date: 2009-11-25 20:25:23
134Discrete mathematics / Probability and statistics / Cumulant / Belief propagation / Mathematics

A Cluster-Cumulant Expansion at the Fixed Points of Belief Propagation Max Welling Dept. of Computer Science University of California, Irvine

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Source URL: www.ics.uci.edu

Language: English - Date: 2012-06-25 13:47:59
135Markov models / Markov chain Monte Carlo / Computational statistics / Markov processes / Markov chain / Metropolis–Hastings algorithm / Rejection sampling / Mixture model / Random walk / Statistics / Probability and statistics / Monte Carlo methods

Distributed and Adaptive Darting Monte Carlo through Regenerations Sungjin Ahn Department of Computer Science University of California, Irvine Irvine, CA, USA

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Source URL: www.ics.uci.edu

Language: English - Date: 2013-04-11 10:50:54
136Multivariate statistics / Biclustering / Bioinformatics / Data analysis / Belief propagation / Matrix / Logical matrix / Linear programming / Graph partition / Statistics / Mathematics / Cluster analysis

A Binary Factor Graph Model for Biclustering Matteo Denitto, Alessandro Farinelli, Giuditta Franco, and Manuele Bicego University of Verona, Department of Computer Science, Verona, Italy Abstract. Biclustering, which can

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Source URL: profs.sci.univr.it

Language: English - Date: 2015-06-16 09:42:08
137Theoretical computer science / Probability / Graphical models / Statistical models / Bayesian statistics / Conditional random field / Discriminative model / Generative model / Markov random field / Statistics / Machine learning / Probability and statistics

Discriminative Random Fields: A Discriminative Framework for Contextual Interaction in Classification Sanjiv Kumar and Martial Hebert The Robotics Institute, Carnegie Mellon University Pittsburgh, PA 15213, USA, {skumar,

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Source URL: www.sanjivk.com

Language: English - Date: 2010-06-01 18:49:35
138Science / Structure / Sociology / Complex systems theory / Social information processing / Social network / Cluster analysis / Complex network / Computer network / Network theory / Networks / Statistics

72 IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, VOL. 24,

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Source URL: leitang.net

Language: English - Date: 2012-01-01 18:43:30
139Statistical classification / Statistical models / Information retrieval / Latent Dirichlet allocation / Linear discriminant analysis / Probabilistic latent semantic analysis / Mixture model / Topic model / Maximum likelihood / Statistics / Statistical natural language processing / Machine learning

DiscLDA: Discriminative Learning for Dimensionality Reduction and Classification Simon Lacoste-Julien Computer Science Division UC Berkeley

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Source URL: www.cs.berkeley.edu

Language: English - Date: 2009-01-10 00:13:43
140Science / Evaluation methods / Research methods / Sampling / Methodology / Response rate / Computer-assisted telephone interviewing / Questionnaire / Statistics / Survey methodology / Data collection

Representativity Indicators for Survey Quality Indicators and data collection control Work plan and preliminary findings – Pilot Statistics Netherlands Work package 7, Deliverable 8.2

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Source URL: www.risq-project.eu

Language: English - Date: 2010-01-11 02:36:58
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