Recovery of Simultaneouly Structured Data
Code for NeurIPS 2023 paper, joint work with Johannes Maly.
IRLS & Graduated Non-Convexity
Code for CVPR 2023 paper, joint work with Liangzu Peng.
Non-Smooth Robust Regression
Code for NeurIPS 2022 paper, joint work with Liangzu Peng.
MatrixIRLS
A data-efficient and scalable iteratively reweighted least squares method for low-rank matrix completion (see ICML 2020 Workshop paper and ICML 2021 paper), joint work with Claudio Mayrink Verdun.
Contains framework to compare with many state-of-the-art matrix completion algorithms.
HM-IRLS
Code for paper Harmonic Mean Iteratively Reweighted Least Squares for Low-Rank Matrix Recovery, joint work with Juliane Sigl.
You can find research code related to our research also on my GitHub page.