Damian Brzyski

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 5

Top Topics

Low Rank Subspace

Sparse Regression

Statistical Approaches

Top Venues

IEEE ACM Trans. Comput. Biol. Bioinform.

IEEE Trans. Biomed. Eng.

Publications

Damian Brzyski, Xixi Hu, Joaquín Goñi, Beau M. Ances, Timothy W. Randolph, Jaroslaw Harezlak
Matrix-Variate Regression for Sparse, Low-Rank Estimation of Brain Connectivities Associated With a Clinical Outcome. IEEE Trans. Biomed. Eng. 71 (4) (2024)
Daria Boratyn, Damian Brzyski, Beata Kosowska-Gastol, Jan Rybicki, Wojciech Slomczynski, Dariusz Stolicki
Machine Learning and Statistical Approaches to Measuring Similarity of Political Parties. CoRR (2023)
Damian Brzyski, Xixi Hu, Joaquín Goñi, Beau M. Ances, Timothy W. Randolph, Jaroslaw Harezlak
A Sparsity Inducing Nuclear-Norm Estimator (SpINNEr) for Matrix-Variate Regression in Brain Connectivity Analysis. CoRR (2020)
Alexej Gossmann, Shaolong Cao, Damian Brzyski, Lan-Juan Zhao, Hong-Wen Deng, Yu-Ping Wang
A Sparse Regression Method for Group-Wise Feature Selection with False Discovery Rate Control. IEEE ACM Trans. Comput. Biol. Bioinform. 15 (4) (2018)
Sangkyun Lee, Damian Brzyski, Malgorzata Bogdan
Fast Saddle-Point Algorithm for Generalized Dantzig Selector and FDR Control with Ordered L1-Norm. AISTATS (2016)