Fast Saddle-Point Algorithm for Generalized Dantzig Selector and FDR Control with Ordered L1-Norm. - Sangkyun Lee 002; Damian Brzyski; Malgorzata Bogdan (AISTATS, 2016)

A Sparse Regression Method for Group-Wise Feature Selection with False Discovery Rate Control. - Alexej Gossmann; Shaolong Cao; Damian Brzyski; Lan-Juan Zhao; Hong-Wen Deng; Yu-Ping Wang 002 (IEEE ACM Trans. Comput. Biol. Bioinform., 2018)

A Sparsity Inducing Nuclear-Norm Estimator (SpINNEr) for Matrix-Variate Regression in Brain Connectivity Analysis. - Damian Brzyski; Xixi Hu 004; Joaquín Goñi; Beau M. Ances; Timothy W. Randolph 002; Jaroslaw Harezlak (CoRR, 2020)

Machine Learning and Statistical Approaches to Measuring Similarity of Political Parties. - Daria Boratyn; Damian Brzyski; Beata Kosowska-Gastol; Jan Rybicki; Wojciech Slomczynski; Dariusz Stolicki (CoRR, 2023)

Matrix-Variate Regression for Sparse, Low-Rank Estimation of Brain Connectivities Associated With a Clinical Outcome. - Damian Brzyski; Xixi Hu 004; Joaquín Goñi; Beau M. Ances; Timothy W. Randolph 002; Jaroslaw Harezlak (IEEE Trans. Biomed. Eng., 2024)