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A Revision of Neural Tangent Kernel-based Approaches for Neural Networks

Jul 02, 2020
Kyung-Su Kim, Aurélie C. Lozano, Eunho Yang

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Multitask Learning using Task Clustering with Applications to Predictive Modeling and GWAS of Plant Varieties

Oct 04, 2017
Ming Yu, Addie M. Thompson, Karthikeyan Natesan Ramamurthy, Eunho Yang, Aurélie C. Lozano

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Learning task structure via sparsity grouped multitask learning

Sep 15, 2017
Meghana Kshirsagar, Eunho Yang, Aurélie C. Lozano

* ECML 2017 

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Robust Gaussian Graphical Modeling with the Trimmed Graphical Lasso

Oct 28, 2015
Eunho Yang, Aurélie C. Lozano

* 20 pages, 5 figures, NIPS 2015 

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Minimum Distance Estimation for Robust High-Dimensional Regression

Jul 11, 2013
Aurélie C. Lozano, Nicolai Meinshausen

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