Aleksandr Aravkin

4 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0002-1875-1801

University of Washington

Publications

• Sparse Independent Component Analysis with an Application to Cortical Surface fMRI Data in Autism — Journal of the American Statistical Association 2024
• A Nonconvex Optimization Approach to IMRT Planning with Dose–Volume Constraints — INFORMS Journal on Computing 2022
• Convex vs Non-Convex Estimators for Regression and Sparse Estimation: the Mean Squared Error Properties of ARD and GLasso — Journal of Machine Learning Research 2014 (name-matched, not ORCID-linked)
• Sparse/Robust Estimation and Kalman Smoothing with Nonsmooth Log-Concave Densities: Modeling, Computation, and Theory — Journal of Machine Learning Research 2013 (name-matched, not ORCID-linked)