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Semantic Pooling for Complex Event Analysis in Untrimmed Videos

IEEE transactions on pattern analysis and machine intelligence, 2017-08, Vol.39 (8), p.1617-1632

2017

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High-Dimensional Feature Selection by Feature-Wise Kernelized Lasso

Neural computation, 2014-01, Vol.26 (1), p.185-207

2014

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Recovering Time-Varying Networks of Dependencies in Social and Biological Studies

Proceedings of the National Academy of Sciences - PNAS, 2009-07, Vol.106 (29), p.11878-11883

2009

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Diffusion of lexical change in social media

PloS one, 2014-11, Vol.9 (11), p.e113114-e113114

2014

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Statistical estimation of correlated genome associations to a quantitative trait network

PLoS genetics, 2009-08, Vol.5 (8), p.e1000587-e1000587

2009

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Kernel Mixed Model for Transcriptome Association Study

Journal of computational biology, 2022-12, Vol.29 (12), p.1353-1356

2022

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Technology readiness levels for machine learning systems

Nature communications, 2022-10, Vol.13 (1), p.6039-6039, Article 6039

2022

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Joint Summarization of Large-Scale Collections of Web Images and Videos for Storyline Reconstruction

2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014, p.4225-4232

2014

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Discrete temporal models of social networks

Electronic journal of statistics, 2010-01, Vol.4 (none)

2010

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Deep mixed model for marginal epistasis detection and population stratification correction in genome-wide association studies

BMC bioinformatics, 2019-12, Vol.20 (Suppl 23), p.656-11, Article 656

2019

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Strategies and Principles of Distributed Machine Learning on Big Data

Engineering (Beijing, China), 2016-06, Vol.2 (2), p.179-195

2016

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A STATE-SPACE MIXED MEMBERSHIP BLOCKMODEL FOR DYNAMIC NETWORK TOMOGRAPHY

The annals of applied statistics, 2010-06, Vol.4 (2), p.535-566

2010

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Personalized regression enables sample-specific pan-cancer analysis

Bioinformatics, 2018-07, Vol.34 (13), p.i178-i186

2018

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A multivariate regression approach to association analysis of a quantitative trait network

Bioinformatics, 2009-06, Vol.25 (12), p.i204-i212

2009

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Poly(A)-DG: A deep-learning-based domain generalization method to identify cross-species Poly(A) signal without prior knowledge from target species

PLoS computational biology, 2020-11, Vol.16 (11), p.e1008297-e1008297

2020

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KELLER: estimating time-varying interactions between genes

Bioinformatics, 2009-06, Vol.25 (12), p.i128-i136

2009

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Rethinking Knowledge Graph Propagation for Zero-Shot Learning

2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2019, p.11479-11488

2019

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Coupled mixed model for joint genetic analysis of complex disorders with two independently collected data sets

BMC bioinformatics, 2021-02, Vol.22 (1), p.50-50, Article 50

2021

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Gene expression profiling of asthma phenotypes demonstrates molecular signatures of atopy and asthma control

Journal of allergy and clinical immunology, 2016-05, Vol.137 (5), p.1390-1397.e6

2016

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High-Frequency Component Helps Explain the Generalization of Convolutional Neural Networks

2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2020, p.8681-8691

2020

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Precision Lasso: accounting for correlations and linear dependencies in high-dimensional genomic data

Bioinformatics, 2019-04, Vol.35 (7), p.1181-1187

2019

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GINI: from ISH images to gene interaction networks

PLoS computational biology, 2013-10, Vol.9 (10), p.e1003227-e1003227

2013

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Meta-DETR: Image-Level Few-Shot Detection With Inter-Class Correlation Exploitation

IEEE transactions on pattern analysis and machine intelligence, 2023-11, Vol.45 (11), p.12832-12843

2023

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Unsupervised object-level video summarization with online motion auto-encoder

Pattern recognition letters, 2020-02, Vol.130, p.376-385

2020

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Discovering weaker genetic associations guided by known associations

BMC medical genomics, 2020-02, Vol.13 (Suppl 3), p.19-19, Article 19

2020

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Semantic Pooling for Complex Event Analysis in Untrimmed Videos

High-Dimensional Feature Selection by Feature-Wise Kernelized Lasso

Recovering Time-Varying Networks of Dependencies in Social and Biological Studies

Diffusion of lexical change in social media

Statistical estimation of correlated genome associations to a quantitative trait network

Kernel Mixed Model for Transcriptome Association Study

Technology readiness levels for machine learning systems

Joint Summarization of Large-Scale Collections of Web Images and Videos for Storyline Reconstruction

Discrete temporal models of social networks

Deep mixed model for marginal epistasis detection and population stratification correction in genome-wide association studies

Strategies and Principles of Distributed Machine Learning on Big Data

A STATE-SPACE MIXED MEMBERSHIP BLOCKMODEL FOR DYNAMIC NETWORK TOMOGRAPHY

Personalized regression enables sample-specific pan-cancer analysis

A multivariate regression approach to association analysis of a quantitative trait network

Poly(A)-DG: A deep-learning-based domain generalization method to identify cross-species Poly(A) signal without prior knowledge from target species

KELLER: estimating time-varying interactions between genes

Rethinking Knowledge Graph Propagation for Zero-Shot Learning

Coupled mixed model for joint genetic analysis of complex disorders with two independently collected data sets

Gene expression profiling of asthma phenotypes demonstrates molecular signatures of atopy and asthma control

High-Frequency Component Helps Explain the Generalization of Convolutional Neural Networks

Precision Lasso: accounting for correlations and linear dependencies in high-dimensional genomic data

GINI: from ISH images to gene interaction networks

Meta-DETR: Image-Level Few-Shot Detection With Inter-Class Correlation Exploitation

Unsupervised object-level video summarization with online motion auto-encoder

Discovering weaker genetic associations guided by known associations

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