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On the Role of Correlation and Abstraction in Cross-Modal Multimedia Retrieval

IEEE transactions on pattern analysis and machine intelligence, 2014-03, Vol.36 (3), p.521-535

2014

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A Direct Formulation for Sparse PCA Using Semidefinite Programming

SIAM review, 2007-09, Vol.49 (3), p.434-448

2007

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A statistical framework for genomic data fusion

Bioinformatics, 2004-11, Vol.20 (16), p.2626-2635

2004

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A majorization-minimization approach to the sparse generalized eigenvalue problem

Machine learning, 2011-10, Vol.85 (1-2), p.3-39

2011

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Exploring trends of nonmedical use of prescription drugs and polydrug abuse in the Twittersphere using unsupervised machine learning

Addictive behaviors, 2017-02, Vol.65, p.289-295

2017

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Iterative Category Discovery via Multiple Kernel Metric Learning

International journal of computer vision, 2014-05, Vol.108 (1-2), p.115-132

2014

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On the empirical estimation of integral probability metrics

Electronic journal of statistics, 2012-01, Vol.6 (none)

2012

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Clustering Dynamic Textures with the Hierarchical EM Algorithm for Modeling Video

IEEE transactions on pattern analysis and machine intelligence, 2013-07, Vol.35 (7), p.1606-1621

2013

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A Proof of Convergence of the Concave-Convex Procedure Using Zangwill's Theory

Neural computation, 2012-06, Vol.24 (6), p.1391-1407

2012

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A Scalable and Accurate Descriptor for Dynamic Textures Using Bag of System Trees

IEEE transactions on pattern analysis and machine intelligence, 2015-04, Vol.37 (4), p.697-712

2015

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Classification of a large microarray data set: algorithm comparison and analysis of drug signatures

Genome research, 2005-05, Vol.15 (5), p.724-736

2005

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Clustering dynamic textures with the hierarchical EM algorithm

2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2010, p.2022-2029

2010

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Iterative Category Discovery via Multiple Kernel Metric Learning: Active and Interactive Methods in Computer Vision

International journal of computer vision, 2014, Vol.108 (1-2), p.115-132

2014

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A majorization-minimization approach to the sparse generalized eigenvalue problem: Special Issue on Model Selection and Optimization in Machine Learning

Machine learning, 2011, Vol.85 (1-2), p.3-39

2011

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Direct convex relaxations of sparse SVM

ACM International Conference Proceeding Series; Vol. 227: Proceedings of the 24th international conference on Machine learning; 20-24 June 2007, 2007, p.145-153

2007

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Growing a bag of systems tree for fast and accurate classification

2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012, p.1979-1986

2012

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Sparse eigen methods by D.C. programming

ACM International Conference Proceeding Series; Vol. 227: Proceedings of the 24th international conference on Machine learning; 20-24 June 2007, 2007, p.831-838

2007

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