Recovering block-structured activations using compressive measurements
sivaraman-balakrishnan
Discussion of ``Coauthorship and citation networks for statisticians''
Optimal variable selection in multi-group sparse discriminant analysis
irina-gaynanova
A General Framework for Robust Testing and Confidence Regions in High-Dimensional Quantile Regression
We propose a robust inference procedure for high-dimensional linear models, where the dimension $p$ could grow exponentially fast with the sample size $n$. Our method applies the …
tianqi-zhao
Optimal Feature Selection in High-Dimensional Discriminant Analysis
Graph Estimation From Multi-attribute Data
Berry-Esseen bounds for estimating undirected graphs
larry-wasserman
Estimating Networks With Jumps
Union Support Recovery In Multi-task Learning