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Kalman filtering with intermittent observations

IEEE transactions on automatic control, 2004-09, Vol.49 (9), p.1453-1464

2004

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Learning graphical models for stationary time series

IEEE transactions on signal processing, 2004-08, Vol.52 (8), p.2189-2199

2004

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Machine learning: Trends, perspectives, and prospects

Science (American Association for the Advancement of Science), 2015-07, Vol.349 (6245), p.255-260

2015

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Log-determinant relaxation for approximate inference in discrete Markov random fields

IEEE transactions on signal processing, 2006-06, Vol.54 (6), p.2099-2109

2006

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Convex and Semi-Nonnegative Matrix Factorizations

IEEE transactions on pattern analysis and machine intelligence, 2010-01, Vol.32 (1), p.45-55

2010

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Nonparametric decentralized detection using kernel methods

IEEE transactions on signal processing, 2005-11, Vol.53 (11), p.4053-4066

2005

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Chemogenomic profiling: identifying the functional interactions of small molecules in yeast

Proceedings of the National Academy of Sciences - PNAS, 2004-01, Vol.101 (3), p.793-798

2004

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Learning in Graphical Models

Jordan, Michael I

1, 2012

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Communication-Efficient Online Detection of Network-Wide Anomalies

IEEE INFOCOM 2007 - 26th IEEE International Conference on Computer Communications, 2007, p.134-142

2007

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On Optimal Quantization Rules for Some Problems in Sequential Decentralized Detection

IEEE transactions on information theory, 2008-07, Vol.54 (7), p.3285-3295

2008

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Learning Multiscale Representations of Natural Scenes Using Dirichlet Processes

2007 IEEE 11th International Conference on Computer Vision, 2007, p.1-8

2007

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Discriminative training of hidden Markov models for multiple pitch tracking [speech processing examples]

Proceedings. (ICASSP '05). IEEE International Conference on Acoustics, Speech, and Signal Processing, 2005, 2005, Vol.5, p.v/489-v/492 Vol. 5

2005

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Relationship of Mixed Bacterial Infection to Prognosis in Foals with Pneumonia Caused by Rhodococcus equi

Journal of veterinary internal medicine, 2012-11, Vol.26 (6), p.1443-1448

2012

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Simultaneous classification and relevant feature identification in high-dimensional spaces: application to molecular profiling data

Signal processing, 2003-04, Vol.83 (4), p.729-743

2003

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Support vector machines for analog circuit performance representation

Annual ACM IEEE Design Automation Conference: Proceedings of the 40th conference on Design automation; 02-06 June 2003, 2003, p.964-969

2003

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Solving Consensus and Semi-supervised Clustering Problems Using Nonnegative Matrix Factorization

Seventh IEEE International Conference on Data Mining (ICDM 2007), 2007, p.577-582

2007

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Robust sparse hyperplane classifiers: application to uncertain molecular profiling data

Journal of computational biology, 2004, Vol.11 (6), p.1073-1089

2004

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Nonnegative Matrix Factorization for Combinatorial Optimization: Spectral Clustering, Graph Matching, and Clique Finding

2008 Eighth IEEE International Conference on Data Mining, 2008, p.183-192

2008

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Kernel independent component analysis

2003 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03), 2003, Vol.4, p.IV-876

2003

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Image Denoising with Nonparametric Hidden Markov Trees

2007 IEEE International Conference on Image Processing, 2007, Vol.3, p.III - 121-III - 124

2007

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Learning piecewise control strategies in a modular neural network architecture

IEEE transactions on systems, man, and cybernetics, 1993-03, Vol.23 (2), p.337-345

1993

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Failure diagnosis using decision trees

International Conference on Autonomic Computing, 2004. Proceedings, 2004, p.36-43

2004

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Integrated analysis of transcript profiling and protein sequence data

Mechanisms of ageing and development, 2003, Vol.124 (1), p.109-114

2003

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Multi-instrument musical transcription using a dynamic graphical model

Proceedings. (ICASSP '05). IEEE International Conference on Acoustics, Speech, and Signal Processing, 2005, 2005, Vol.5, p.v/493-v/496 Vol. 5

2005

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Soil water storage and surface runoff as influenced by irrigation method in arid soils with surface crust

Agricultural water management, 1998-09, Vol.37 (3), p.189-203

1998

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Kalman filtering with intermittent observations

Learning graphical models for stationary time series

Machine learning: Trends, perspectives, and prospects

Log-determinant relaxation for approximate inference in discrete Markov random fields

Convex and Semi-Nonnegative Matrix Factorizations

Nonparametric decentralized detection using kernel methods

Chemogenomic profiling: identifying the functional interactions of small molecules in yeast

Learning in Graphical Models

Communication-Efficient Online Detection of Network-Wide Anomalies

On Optimal Quantization Rules for Some Problems in Sequential Decentralized Detection

Learning Multiscale Representations of Natural Scenes Using Dirichlet Processes

Discriminative training of hidden Markov models for multiple pitch tracking [speech processing examples]

Relationship of Mixed Bacterial Infection to Prognosis in Foals with Pneumonia Caused by Rhodococcus equi

Simultaneous classification and relevant feature identification in high-dimensional spaces: application to molecular profiling data

Support vector machines for analog circuit performance representation

Solving Consensus and Semi-supervised Clustering Problems Using Nonnegative Matrix Factorization

Robust sparse hyperplane classifiers: application to uncertain molecular profiling data

Nonnegative Matrix Factorization for Combinatorial Optimization: Spectral Clustering, Graph Matching, and Clique Finding

Kernel independent component analysis

Image Denoising with Nonparametric Hidden Markov Trees

Learning piecewise control strategies in a modular neural network architecture

Failure diagnosis using decision trees

Integrated analysis of transcript profiling and protein sequence data

Multi-instrument musical transcription using a dynamic graphical model

Soil water storage and surface runoff as influenced by irrigation method in arid soils with surface crust

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