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Hinge loss
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#	Item
11	Hinge-loss Markov Random Fields: Convex Inference for Structured Prediction Stephen H. Bach Bert Huang Add to Reading List Source URL: stephenbach.net Language: English - Date: 2013-11-10 21:50:33 Machine learning Graphical models Probability Statistics Markov models Probability theory Markov random field Structured prediction Bayesian network Random field Support vector machine Markov chain
12	ABSTRACT Title of dissertation: HINGE-LOSS MARKOV RANDOM FIELDS AND PROBABILISTIC SOFT LOGIC: Add to Reading List Source URL: stephenbach.net Language: English - Date: 2015-10-08 14:59:19 Statistics Machine learning Probability Statistical models Graphical models Bayesian statistics Markov networks Statistical relational learning Probabilistic soft logic Markov random field Structured prediction Expectationmaximization algorithm
13	Learning Latent Groups with Hinge-loss Markov Random Fields Stephen H. Bach Bert Huang Lise Getoor University of Maryland, College Park, Maryland 20742, USA Add to Reading List Source URL: stephenbach.net Language: English - Date: 2013-06-14 15:37:03 Statistics Probability theory Graphical models Machine learning Statistical models Statistical theory Bayesian statistics Markov random field Latent variable Expectationmaximization algorithm Marginal likelihood Conditional random field
14	Collective Activity Detection using Hinge-loss Markov Random Fields Ben London, Sameh Khamis, Stephen H. Bach, Bert Huang, Lise Getoor, Larry Davis University of Maryland College Park, MD 20742 {blondon,sameh,bach,bert,g Add to Reading List Source URL: stephenbach.net Language: English - Date: 2013-06-10 18:15:10 Artificial intelligence Probability Statistics Bayesian statistics Markov networks Graphical models Markov random field Probability theory Image segmentation Probabilistic soft logic Activity recognition Support vector machine
15	Learning from Ambiguously Labeled Images Timothee Cour, Benjamin Sapp, Chris Jordan, Ben Taskar University of Pennsylvania 3330, Walnut Street {timothee,bensapp,wjc,taskar}@seas.upenn.edu Add to Reading List Source URL: www.seas.upenn.edu Language: English - Date: 2009-04-22 15:14:38 Statistical classification Machine learning Learning Artificial intelligence Semi-supervised learning Support vector machine Supervised learning K-nearest neighbors algorithm Linear classifier Multi-label classification Cross entropy Hinge loss
16	Large-margin Structured Learning for Link Ranking Stephen H. Bach Bert Huang Lise Getoor Department of Computer Science University of Maryland College Park, MD 20742 Add to Reading List Source URL: psl.umiacs.umd.edu Language: English - Date: 2013-11-15 11:47:48 Regression analysis Structured prediction Support vector machines Statistical classification Machine learning Ordinal regression Loss function Mathematical optimization Hinge loss Loss functions for classification
17	Hinge-loss Markov Random Fields: Convex Inference for Structured Prediction Stephen H. Bach Bert Huang Add to Reading List Source URL: psl.umiacs.umd.edu Language: English - Date: 2013-11-10 21:52:40 Graphical models Markov models Probability theory Markov random field Structured prediction Bayesian network Random field Markov chain Support vector machine Markov logic network Algorithm Hidden Markov model
18	PDF Document Add to Reading List Source URL: thomas.deselaers.de Language: English - Date: 2014-10-11 09:29:37 Statistical classification Support vector machines Machine learning Computational linguistics Hinge loss Speech recognition Finite-state transducer Semiring Valuation Loss function Pattern recognition
19	Paired-Dual Learning for Fast Training of Latent Variable Hinge-Loss MRFs: Appendices A. Probabilistic Soft Logic users (i.e., users that are not top users). Add to Reading List Source URL: stephenbach.net Language: English - Date: 2015-05-20 14:49:19
20	A Study on L2-Loss (Squared Hinge-Loss) Multi-Class SVM Ching-Pei Lee and Chih-Jen Lin Department of Computer Science, National Taiwan University, Taipei 10617, Taiwan Keywords: Support vector machines, Multi-class class Add to Reading List Source URL: www.csie.ntu.edu.tw Language: English - Date: 2012-11-27 09:36:08

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