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Eric Chi
Associate Professor, Statistics, University of Minnesota - Twin Cities
Joined
January 2025
Names
Eric Chi
(Preferred)
,
Eric C. Chi
,
Eric C Chi
Emails
****@ncsu.edu
(Confirmed)
,
****@rice.edu
(Confirmed)
,
****@umn.edu
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
Career & Education History
Associate Professor
Statistics,
University of Minnesota - Twin Cities
(umn.edu)
2025
–
Present
Associate Professor
Statistics,
Rice University
(rice.edu)
2021
–
2025
Assistant Professor
Statistics,
North Carolina State University
(ncsu.edu)
2015
–
2021
Postdoc
Electrical and Computer Engineering,
Rice University
(rice.edu)
2013
–
2015
Postdoc
Human Genetics,
University of California, Los Angeles
(ucla.edu)
2011
–
2013
PhD student
Statistics,
Rice University
(rice.edu)
2007
–
2011
Advisors, Relations & Conflicts
PhD Advisee
Qiang Heng
2019
–
2023
Postdoc Advisor
Richard Baraniuk
2013
–
2015
Postdoc Advisor
Kenneth Lange
2011
–
2013
PhD Advisor
David Scott
2007
–
2011
Expertise
Numerical optimization
2007
–
Present
Computational statistics
2007
–
Present
Publications
A Monte Carlo Approach to Nonsmooth Convex Optimization via Proximal Splitting Algorithms
Nicholas Di
,
Eric Chi
,
Samy Wu Fung
NeurIPS 2025 Workshop
Readers:
Everyone
Towards Tuning-Free Minimum-Volume Nonnegative Matrix Factorization
Duc Toan Nguyen
,
Eric C. Chi
SDM 2024
Readers:
Everyone
Robust Low-Rank Tensor Decomposition with the LCriterion
Qiang Heng
,
Eric C. Chi
,
Yufeng Liu
Technometrics 2023
Readers:
Everyone
Bayesian Trend Filtering via Proximal Markov Chain Monte Carlo
Qiang Heng
,
Hua Zhou
,
Eric C. Chi
J. Comput. Graph. Stat. 2023
Readers:
Everyone
A Sharper Computational Tool for Regression
Xiaoqian Liu
,
Eric C. Chi
,
Kenneth Lange
Technometrics 2023
Readers:
Everyone
A Majorization-Minimization Gauss-Newton Method for 1-Bit Matrix Completion
Xiaoqian Liu
,
Xu Han
,
Eric C. Chi
,
Boaz Nadler
Published: 01 Jan 2023, Last Modified: 07 May 2023
CoRR 2023
Readers:
Everyone
A User-Friendly Computational Framework for Robust Structured Regression with the LCriterion
Jocelyn T. Chi
,
Eric C. Chi
J. Comput. Graph. Stat. 2022
Readers:
Everyone
Revisiting convexity-preserving signal recovery with the linearly involved GMC penalty
Xiaoqian Liu
,
Eric C. Chi
Pattern Recognit. Lett. 2022
Readers:
Everyone
Multi-scale affinities with missing data: Estimation and applications
Min Zhang
,
Gal Mishne
,
Eric C. Chi
2022 (modified: 03 Jan 2023)
Stat. Anal. Data Min. 2022
Readers:
Everyone
Discovering Geometry in Data Arrays
Eric C. Chi
Comput. Sci. Eng. 2021
Readers:
Everyone
View all 34 publications
Co-Authors
Amanda Randles
Arpita Das
Bethany Lusch
Boaz Nadler
Brian J. Gaines
Duc Toan Nguyen
Gal Mishne
Gary K. Chen
Genevera I. Allen
Haidong Yi
Hua Zhou
J. Nathan Kutz
Jason Xu
Jay S. Stanley III
Jean C. Walrand
Jian Yang
Jocelyn T. Chi
John M. O. Ranola
Kenneth Lange
Le Huang
Luo Xiao
Madhurima Vardhan
Meng Yang
Michael Fu
Min Zhang
View all 40 co-authors