Empirical risk minimization

Results: 62



#Item
21Regularization / Regression analysis / Empirical risk minimization / Overfitting / Cross-validation / Bayes factor / Semi-supervised learning / Support vector machine / Statistical hypothesis testing / Statistics / Machine learning / Supervised learning

24 Metric-Based Approaches for Semi-Supervised Regression and Classification Dale Schuurmans Finnegan Southey

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Source URL: webdocs.cs.ualberta.ca

Language: English - Date: 2006-05-30 11:08:10
22Estimation theory / Bayesian inference / Statistical theory / Empirical risk minimization / Supervised learning / Loss function / Bayes estimator / Regression analysis / Image / Statistics / Econometrics / Machine learning

Empirical Minimum Bayes Risk Prediction: How to extract an extra few% performance from vision models with just three more parameters Vittal Premachandran* National University of Singapore

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Source URL: filebox.ece.vt.edu

Language: English - Date: 2014-04-22 19:35:34
23Probably approximately correct learning / Inner product space / Polynomial / Function / Computational complexity theory / Machine learning / Supervised learning / Empirical risk minimization / Mathematics / Mathematical analysis / Computational learning theory

On Efficient Agnostic Learning of Linear Combinations of Basis Functions Wee Sun Lee Dept. of Systems Engineering, RSISE, Aust. National University, Canberra, ACT 0200, Australia.

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Source URL: users.cecs.anu.edu.au

Language: English - Date: 2005-03-22 04:23:34
24Learning / Semi-supervised learning / Supervised learning / Transduction / Pattern recognition / Empirical risk minimization / Learning to rank / Domain / Decision tree learning / Machine learning / Artificial intelligence / Computational statistics

Ranking with Auxiliary Data Bo Long Yi Chang Srinivas Vadrevu

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Source URL: www.yichang-cs.com

Language: English - Date: 2010-08-16 03:30:46
25Convex analysis / Differential calculus / Operations research / Multivariable calculus / Convex optimization / Gradient descent / Empirical risk minimization / Convex function / Gradient / Mathematical analysis / Mathematical optimization / Mathematics

Notes 3 Statistical Machine Learning Empirical Risk Minimization and Optimization Instructor: Justin Domke

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Source URL: users.cecs.anu.edu.au

Language: English - Date: 2011-11-07 14:35:34
26Learning / Empirical risk minimization / Supervised learning / Stability / Concept drift / Statistical classification / Pattern recognition / Support vector machine / Perceptron / Machine learning / Artificial intelligence / Computational statistics

On-line learning: where are we so far? Antoine Cornu´ejols AgroParisTech UMR 518, Dept. MMIP 16, rue Claude-Bernard FParis cedex 05, France

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Source URL: www.lri.fr

Language: English - Date: 2010-01-19 12:37:19
27Support vector machine / Statistical classification / Supervised learning / Perceptron / Regression analysis / Empirical risk minimization / Kernel trick / Pattern recognition / Least squares support vector machine / Statistics / Machine learning / Computational statistics

One-sided Support Vector Regression for Multiclass Cost-sensitive Classification Han-Hsing Tu Hsuan-Tien Lin

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Source URL: www.icml2010.org

Language: English - Date: 2010-06-13 09:06:40
28Learning / Empirical risk minimization / AdaBoost / Convex optimization / Supervised learning / Support vector machine / Machine learning / Statistics / Artificial intelligence

Learning with Noisy Labels Nagarajan Natarajan Inderjit S. Dhillon Pradeep Ravikumar Department of Computer Science, University of Texas, Austin.

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Source URL: www.cs.utexas.edu

Language: English - Date: 2013-11-09 16:09:37
29Learning / Co-training / Supervised learning / Statistical classification / Semi-supervised learning / Classifier / Support vector machine / Binary classification / Empirical risk minimization / Machine learning / Statistics / Artificial intelligence

Learning from Multiple Partially Observed Views – an Application to Multilingual Text Categorization Massih R. Amini Interactive Language Technologies Group National Research Council Canada

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Source URL: eprints.pascal-network.org

Language: English - Date: 2009-11-19 11:18:02
30Machine learning / Credit rating agency / Probability of default / Credit risk / Linear discriminant analysis / Loss given default / Risk / Probit / Empirical risk minimization / Statistics / Statistical classification / Basel II

Microsoft Word - SFB DP Frontpage neu.doc

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Source URL: www.econstor.eu

Language: English - Date: 2011-06-14 03:46:30
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