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Mladen Kolar

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Distributed Multitask Learning

Oct 02, 2015
Jialei Wang, Mladen Kolar, Nathan Srebro

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A General Framework for Robust Testing and Confidence Regions in High-Dimensional Quantile Regression

Mar 18, 2015
Tianqi Zhao, Mladen Kolar, Han Liu

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Inference for Sparse Conditional Precision Matrices

Dec 24, 2014
Jialei Wang, Mladen Kolar

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Optimal variable selection in multi-group sparse discriminant analysis

Nov 23, 2014
Irina Gaynanova, Mladen Kolar

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Estimating Undirected Graphs Under Weak Assumptions

Sep 26, 2013
Larry Wasserman, Mladen Kolar, Alessandro Rinaldo

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Optimal Feature Selection in High-Dimensional Discriminant Analysis

Jun 27, 2013
Mladen Kolar, Han Liu

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Recovering Block-structured Activations Using Compressive Measurements

Jun 24, 2013
Sivaraman Balakrishnan, Mladen Kolar, Alessandro Rinaldo, Aarti Singh

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Graph Estimation From Multi-attribute Data

Apr 20, 2013
Mladen Kolar, Han Liu, Eric P. Xing

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Sparsistent Estimation of Time-Varying Discrete Markov Random Fields

Apr 02, 2013
Mladen Kolar, Eric P. Xing

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Variance function estimation in high-dimensions

May 21, 2012
Mladen Kolar, James Sharpnack

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