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Identification of Pattern Completion Neurons in Neuronal Ensembles Using Probabilistic Graphical Models

The Journal of neuroscience, 2021-10, Vol.41 (41), p.8577-8588

2021

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Variational Autoencoders for Collaborative Filtering

Proceedings of the 2018 World Wide Web Conference, 2018, p.689-698

2018

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Robust learning algorithms for capturing oceanic dynamics and transport of Noctiluca blooms using linear dynamical models

PloS one, 2019-06, Vol.14 (6), p.e0218183-e0218183

2019

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Social science. Computational social science

Science (American Association for the Advancement of Science), 2009-02, Vol.323 (5915), p.721-723

2009

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Bayesian face recognition

Pattern recognition, 2000-11, Vol.33 (11), p.1771-1782

2000

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Bhattacharyya and expected likelihood kernels

Lecture notes in computer science, 2003, p.57-71

2003

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Fast Spectral Clustering via the Nyström Method

Algorithmic Learning Theory, Vol.8139, p.367-381

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Support vector machine learning from heterogeneous data: an empirical analysis using protein sequence and structure

Bioinformatics, 2006-11, Vol.22 (22), p.2753-2760

2006

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Semantic Concept Classification by Joint Semi-supervised Learning of Feature Subspaces and Support Vector Machines

Computer Vision – ECCV 2008, p.270-283

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Kernelizing Sorting, Permutation, and Alignment for Minimum Volume PCA

Learning Theory, 2004, p.609-623

2004

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An Interactive Computer Vision System DyPERS: Dynamic Personal Enhanced Reality System

Computer Vision Systems, 1999, p.51-65

1999

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Graph transduction via alternating minimization

Proceedings of the 25th international conference on Machine learning, 2008, p.1144-1151

2008

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B-Matching for Spectral Clustering

Lecture notes in computer science, 2006, p.679-686

2006

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Structure preserving embedding

Proceedings of the 26th Annual International Conference on Machine Learning, 2009, p.937-944

2009

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Statistical Prediction of ENSO from Subsurface Sea Temperature Using a Nonlinear Dimensionality Reduction

Journal of climate, 2009-09, Vol.22 (17), p.4501-4519

2009

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Graph construction and b-matching for semi-supervised learning

Proceedings of the 26th Annual International Conference on Machine Learning, 2009, p.441-448

2009

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Clustered blockwise PCA for representing visual data

IEEE transactions on pattern analysis and machine intelligence, 2005-10, Vol.27 (10), p.1675-1679

2005

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Accordion: A Trainable Simulator for Long-Term Interactive Systems

Fifteenth ACM Conference on Recommender Systems, 2021, p.102-113

2021

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New trends in Cognitive Science: Integrative approaches to learning and development

Neurocomputing (Amsterdam), 2007-08, Vol.70 (13), p.2139-2147

2007

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ADMM SLIM: Sparse Recommendations for Many Users

Proceedings of the 13th International Conference on Web Search and Data Mining, 2020, p.555-563

2020

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Artwork personalization at netflix

Proceedings of the 12th ACM Conference on Recommender Systems, 2018, p.487-488

2018

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Variational low rank multinomials for collaborative filtering with side-information

Proceedings of the 13th ACM Conference on Recommender Systems, 2019, p.340-347

2019

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Parametrized structure from motion for 3D adaptive feedback tracking of faces

Proceedings of IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1997, p.144-150

1997

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Item Recommendation with Variational Autoencoders and Heterogeneous Priors

Proceedings of the 3rd Workshop on Deep Learning for Recommender Systems, 2018, p.10-14

2018

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Computational Social Science

Science (American Association for the Advancement of Science), 2009-02, Vol.323 (5915), p.721-723

2009

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Identification of Pattern Completion Neurons in Neuronal Ensembles Using Probabilistic Graphical Models

Variational Autoencoders for Collaborative Filtering

Robust learning algorithms for capturing oceanic dynamics and transport of Noctiluca blooms using linear dynamical models

Social science. Computational social science

Bayesian face recognition

Bhattacharyya and expected likelihood kernels

Fast Spectral Clustering via the Nyström Method

Support vector machine learning from heterogeneous data: an empirical analysis using protein sequence and structure

Semantic Concept Classification by Joint Semi-supervised Learning of Feature Subspaces and Support Vector Machines

Kernelizing Sorting, Permutation, and Alignment for Minimum Volume PCA

An Interactive Computer Vision System DyPERS: Dynamic Personal Enhanced Reality System

Graph transduction via alternating minimization

B-Matching for Spectral Clustering

Structure preserving embedding

Statistical Prediction of ENSO from Subsurface Sea Temperature Using a Nonlinear Dimensionality Reduction

Graph construction and b-matching for semi-supervised learning

Clustered blockwise PCA for representing visual data

Accordion: A Trainable Simulator for Long-Term Interactive Systems

New trends in Cognitive Science: Integrative approaches to learning and development

ADMM SLIM: Sparse Recommendations for Many Users

Artwork personalization at netflix

Variational low rank multinomials for collaborative filtering with side-information

Parametrized structure from motion for 3D adaptive feedback tracking of faces

Item Recommendation with Variational Autoencoders and Heterogeneous Priors

Computational Social Science

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