Kolar ML Lab
Kolar ML Lab
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Sketching meets random projection in the dual: a provable recovery algorithm for big and high-dimensional data
Jialei Wang
,
Jason D. Lee
,
Mehrdad Mahdavi
,
Mladen Kolar
,
Nathan Srebro
Uniform inference for high-dimensional quantile regression: linear functionals and regression rank scores
Jelena Bradic
,
Mladen Kolar
Discussion of ``Coauthorship and citation networks for statisticians''
Mladen Kolar
,
Matt Taddy
Optimal variable selection in multi-group sparse discriminant analysis
Irina Gaynanova
,
Mladen Kolar
A General Framework for Robust Testing and Confidence Regions in High-Dimensional Quantile Regression
Tianqi Zhao
,
Mladen Kolar
,
Han Liu
Optimal Feature Selection in High-Dimensional Discriminant Analysis
Mladen Kolar
,
Han Liu
Berry-Esseen bounds for estimating undirected graphs
Larry Wasserman
,
Mladen Kolar
,
Alessandro Rinaldo
Graph Estimation From Multi-attribute Data
Mladen Kolar
,
Han Liu
,
Eric P. Xing
Estimating Networks With Jumps
Mladen Kolar
,
Eric P. Xing
Union Support Recovery In Multi-task Learning
Mladen Kolar
,
John D. Lafferty
,
Larry A. Wasserman
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