Statistical learning theory

Results: 800



#Item
111Reasoning / Inductive reasoning / Philosophy of science / Statistical inference / Critical thinking / Causality / Concept learning / Bayesian network / Inference / Bayesian inference / Theory / Argument

Context-Sensitive Induction Patrick Shafto1 , Charles Kemp1 , Elizabeth Baraff1 , John D. Coley2 , & Joshua B. Tenenbaum1 1 Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology 2

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Source URL: ccdlab.rutgers.edu

Language: English - Date: 2015-03-24 11:58:24
112Statistics / Statistical theory / Statistical inference / Philosophy of science / Bayesian statistics / Bayesian network / Bayesian inference / Bayesian probability / Decision theory / Prior probability / Concept learning / Markov chain Monte Carlo

REV_ISS_WEB_COGS_12101_38

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Source URL: cocosci.berkeley.edu

Language: English - Date: 2014-06-09 15:35:22
113Hilbert space / Statistical classification / Operator theory / Positive-definite kernel / Machine learning / Support vector machine / Reproducing kernel Hilbert space / Learning / Statistics / Analysis / Multiple kernel learning / Kernel embedding of distributions

Decentralized Detection and Classification using Kernel Methods XuanLong Nguyen Computer Science Division University of California, Berkeley

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Source URL: dept.stat.lsa.umich.edu

Language: English - Date: 2004-05-13 12:59:32
114Statistics / Statistical theory / Control theory / Linear filters / Telecommunications engineering / Estimation theory / Bayesian statistics / Crops / Data assimilation / Kalman filter / Dynamical system / Coffee

London Mathematical Society – EPSRC Durham Symposium Mathematics of Data Assimilation Monday 1st August – Thursday 11th August 2011 All talks will take place in room CLC203 Ken Wade Lecture Theatre, Calman Learning C

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Source URL: www.maths.dur.ac.uk

Language: English - Date: 2011-07-27 09:02:58
115Statistics / Mathematical analysis / Statistical theory / Probability / Probability theory / Regression analysis / Probability distribution / Expected value / Conditional probability / Random variable / Joint probability distribution / Errors and residuals

Algorithmic Transparency via Quantitative Input Influence: Theory and Experiments with Learning Systems Anupam Datta Shayak Sen

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Source URL: www.andrew.cmu.edu

Language: English - Date: 2016-06-11 14:42:51
116Statistical inference / Philosophy of science / Reasoning / Statistical theory / Machine learning / Bayesian inference / Inductive reasoning / Bayesian network / Bayesian probability / Statistical hypothesis testing / Inductive bias / Inference

Deconfounding Hypothesis Generation and Evaluation in Bayesian Models Elizabeth Baraff Bonawitz (liz ) Department of Psychology, 5427 Tolman Hall Berkeley, CAUSA Thomas L. Griffiths (tom griffiths@b

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Source URL: ccdlab.rutgers.edu

Language: English - Date: 2015-03-24 11:58:24
117Machine learning / Statistics / Loss function / Statistical theory / Learning / Supervised learning / Probability distributions / Statistical classification / Coding theory

Efficient Learning of Linear Separators under Bounded Noise Pranjal Awasthi PAWASHTI @ CS . PRINCETON . EDU Princeton University

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Source URL: jmlr.org

Language: English - Date: 2015-07-20 20:08:35
118Stochastic processes / Statistical models / Probability distributions / Machine learning / Statistical theory / Mixture model / PitmanYor process / Dirichlet process / Parametric model / Poisson distribution / Nonparametric statistics

Robustifying Bayesian nonparametric mixtures for count data Antonio Canale Department of Economics and Statistics and Collegio Carlo Alberto, University of Torino, Torino, Italy

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Source URL: www.carloalberto.org

Language: English - Date: 2016-04-19 06:54:26
119Control theory / Dynamical systems / Dimension reduction / Mathematical optimization / Statistical classification / Nonlinear system identification / Principal component analysis / Recursive least squares filter / Adaptive control / Support vector machine / Artificial neural network / Lyapunov stability

A Lyapunov Based Stable Online Learning Algorithm For Nonlinear Dynamical Systems Using Extreme Learning Machines Vijay Manikandan Janakiraman∗ , XuanLong Nguyen† , Dennis Assanis‡ ∗ Department of Mechanical Eng

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Source URL: dept.stat.lsa.umich.edu

Language: English - Date: 2013-05-02 00:04:07
120Survival analysis / Biostatistics / Data mining / Detection theory / Receiver operating characteristic / Statistical classification / Cross-validation / Prediction / Ensemble learning / Reliability engineering / Regression analysis

An Empirical Study of Just-in-Time Defect Prediction using Cross-Project Models 1 Takafumi Fukushima1 , Yasutaka Kamei1 , Shane McIntosh2 ,

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Source URL: posl.ait.kyushu-u.ac.jp

Language: English - Date: 2014-03-29 02:44:51
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