Journal of Machine Learning Research

Results: 283



#Item
161Hilbert space / Operator theory / Reproducing kernel Hilbert space / Statistical classification / Positive-definite kernel / Kernel trick / Kernel / Support vector machine / Integral transform / Algebra / Mathematics / Linear algebra

Journal of Machine Learning Research[removed]xxxx Submitted xx/xx; Published xx/xx Learning the Kernel with Hyperkernels Cheng Soon Ong

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

Language: English - Date: 2003-06-01 22:09:54
162Reinforcement learning / Q-learning / Multi-armed bandit / Learning automata / Reinforcement / Motivation / Markov decision process / Mountain Car / Statistics / Machine learning / Artificial intelligence

Journal of Arti cial Intelligence Research Submitted 9/95; published 5/96 Reinforcement Learning: A Survey Leslie Pack Kaelbling

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Source URL: www.societyofrobots.com

Language: English - Date: 2010-01-10 09:36:37
163Stepwise regression / Linear regression / Nonlinear regression / Support vector machine / Feature selection / Statistics / Regression analysis / Econometrics

Journal of Machine Learning Research[removed]1243 Submitted 5/02; Published 3/03 Dimensionality Reduction via Sparse Support Vector Machines

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Source URL: www.jmlr.org

Language: English - Date: 2004-08-31 14:18:40
164Mathematical analysis / Hilbert space / Linear algebra / Machine learning / Compact operator / Vector space / Support vector machine / Positive-definite kernel / Von Neumann algebra / Algebra / Mathematics / Operator theory

Journal of Machine Learning Research[removed]826 Submitted 2/08; Revised 9/08; Published 3/09 A New Approach to Collaborative Filtering: Operator Estimation with Spectral Regularization

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Source URL: jmlr.org

Language: English - Date: 2009-03-30 13:52:27
165Mathematics / Spectral theory of ordinary differential equations / Spectral theory / Operator theory / Number theory

Journal of Machine Learning Research[removed]Submitted 4/00; Published[removed]Mixability is Bayes Risk Curvature Relative to Log Loss Tim van Erven

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

Language: English - Date: 2011-08-16 20:37:46
166Artificial intelligence / Machine learning / Conditional random field / OpenCV / Graphical model / Waffles / Algorithm / Theoretical computer science / Statistics / Applied mathematics

Journal of Machine Learning Research[removed]3537 Submitted 4/12; Revised 12/12; Published[removed]DARWIN: A Framework for Machine Learning and Computer Vision Research and Development

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Source URL: www.jmlr.org

Language: English - Date: 2013-01-11 17:21:12
167Statistical theory / Statistics / Automata theory / Probability and statistics / Ordinary differential equations / Mathematics / Itō diffusion / Representation theory of finite groups / Entropy / Information theory / Randomness

Journal of Machine Learning Research[removed]2185 Submitted 6/07; Revised 1/08; Published[removed]A Moment Bound for Multi-hinge Classifiers Bernadetta Tarigan

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Source URL: jmlr.org

Language: English - Date: 2008-10-23 14:54:09
168Data analysis / Multivariate statistics / Functional analysis / Signal processing / Fourier analysis / Independent component analysis / Convolution / Principal component analysis / Differential equation / Statistics / Mathematical analysis / Mathematics

Journal of Machine Learning Research[removed]1095 Submitted 10/06; Published 5/07 Undercomplete Blind Subspace Deconvolution Zolt´an Szab´o

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Source URL: www.jmlr.org

Language: English - Date: 2007-05-14 18:30:55
169Operator theory / Linear algebra / Functions and mappings / Abstract algebra / Group theory / Hilbert space / Compact operator / Derivative / Vector space / Algebra / Mathematics / Mathematical analysis

Journal of Machine Learning Research[removed]–1390 Submitted 12/03; Revised 7/04; Published[removed]Some Properties of Regularized Kernel Methods Ernesto De Vito

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Source URL: www.jmlr.org

Language: English - Date: 2004-10-17 15:01:04
170Statistical classification / Mathematical optimization / Least squares / Multinomial logit / Linear classifier / Stability / Supervised learning / Iteratively reweighted least squares / Support vector machine / Statistics / Regression analysis / Econometrics

Journal of Machine Learning Research[removed]Submitted 8; Published 8 A Fast Hybrid Algorithm for Large Scale ℓ1 -Regularized Logistic Regression

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Source URL: liinc.bme.columbia.edu

Language: English - Date: 2012-07-23 20:03:39
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