Jocelyn T. Chi

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 6

Top Topics

Total Variation Regularization

Negative Matrix Factorization

Target Detection

Top Venues

IEEE Trans. Geosci. Remote. Sens.

J. Comput. Graph. Stat.

Publications

Jocelyn T. Chi, Eric C. Chi
Criterion. J. Comput. Graph. Stat. 31 (4) (2022)
Xiaofu Ding, Xinyu Dong, Olivia McGough, Chenxin Shen, Annie Ulichney, Ruiyao Xu, William Swartworth, Jocelyn T. Chi, Deanna Needell
Population-Based Hierarchical Non-Negative Matrix Factorization for Survey Data. BDCAT (2022)
Jing Qin, Harlin Lee, Jocelyn T. Chi, Lucas Drumetz, Jocelyn Chanussot, Yifei Lou, Andrea L. Bertozzi
Blind Hyperspectral Unmixing Based on Graph Total Variation Regularization. IEEE Trans. Geosci. Remote. Sens. 59 (4) (2021)
Jocelyn T. Chi, Ilse C. F. Ipsen
Multiplicative Perturbation Bounds for Multivariate Multiple Linear Regression in Schatten p-Norms. CoRR (2020)
Jing Qin, Harlin Lee, Jocelyn T. Chi, Yifei Lou, Jocelyn Chanussot, Andrea L. Bertozzi
Fast Blind Hyperspectral Unmixing Based On Graph Laplacian. WHISPERS (2019)
Jocelyn T. Chi, Ilse C. F. Ipsen
Randomized Least Squares Regression: Combining Model- and Algorithm-Induced Uncertainties. CoRR (2018)