Eric C. Chi

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 24

Top Topics

Negative Matrix Factorization

Markov Chain Monte Carlo

Signal Recovery

Manifold Learning

Top Venues

J. Comput. Graph. Stat.

Publications

Duc Toan Nguyen, Eric C. Chi
Towards Tuning-Free Minimum-Volume Nonnegative Matrix Factorization. SDM (2024)
Xiaoqian Liu, Eric C. Chi, Kenneth Lange
A Sharper Computational Tool for Regression. Technometrics 65 (1) (2023)
Duc Toan Nguyen, Eric C. Chi
Towards Tuning-Free Minimum-Volume Nonnegative Matrix Factorization. CoRR (2023)
Xiaoqian Liu, Xu Han, Eric C. Chi, Boaz Nadler
A Majorization-Minimization Gauss-Newton Method for 1-Bit Matrix Completion. CoRR (2023)
Qiang Heng, Eric C. Chi, Yufeng Liu
Criterion. Technometrics 65 (4) (2023)
Qiang Heng, Hua Zhou, Eric C. Chi
Bayesian Trend Filtering via Proximal Markov Chain Monte Carlo. J. Comput. Graph. Stat. 32 (3) (2023)
Jocelyn T. Chi, Eric C. Chi
Criterion. J. Comput. Graph. Stat. 31 (4) (2022)
Xiaoqian Liu, Eric C. Chi
Revisiting convexity-preserving signal recovery with the linearly involved GMC penalty. Pattern Recognit. Lett. 156 (2022)
Min Zhang, Gal Mishne, Eric C. Chi
Multi-scale affinities with missing data: Estimation and applications. Stat. Anal. Data Min. 15 (3) (2022)
Xiaoqian Liu, Madhurima Vardhan, Qinrou Wen, Arpita Das, Amanda Randles, Eric C. Chi
An Interpretable Machine Learning Model to Classify Coronary Bifurcation Lesions. EMBC (2021)
Eric C. Chi
Discovering Geometry in Data Arrays. Comput. Sci. Eng. 23 (6) (2021)
Yuan Feng, Luo Xiao, Eric C. Chi
Sparse Single Index Models for Multivariate Responses. J. Comput. Graph. Stat. 30 (1) (2021)
Haidong Yi, Le Huang, Gal Mishne, Eric C. Chi
COBRAC: a fast implementation of convex biclustering with compression. Bioinform. 37 (20) (2021)
Jay S. Stanley III, Eric C. Chi, Gal Mishne
Multiway Graph Signal Processing on Tensors: Integrative Analysis of Irregular Geometries. IEEE Signal Process. Mag. 37 (6) (2020)
Jay S. Stanley III, Eric C. Chi, Gal Mishne
Multi-way Graph Signal Processing on Tensors: Integrative analysis of irregular geometries. CoRR (2020)
Eric C. Chi, Brian J. Gaines, Will Wei Sun, Hua Zhou, Jian Yang
Provable Convex Co-clustering of Tensors. J. Mach. Learn. Res. 21 (2020)
Gal Mishne, Eric C. Chi, Ronald R. Coifman
Co-manifold learning with missing data. ICML (2019)
Bethany Lusch, Eric C. Chi, J. Nathan Kutz
Shape Constrained Tensor Decompositions. DSAA (2019)
Eric C. Chi, Stefan Steinerberger
Recovering Trees with Convex Clustering. SIAM J. Math. Data Sci. 1 (3) (2019)
Eric C. Chi, Stefan Steinerberger
Recovering Trees with Convex Clustering. CoRR (2018)
Gal Mishne, Eric C. Chi, Ronald R. Coifman
Co-manifold learning with missing data. CoRR (2018)
Jason Xu, Eric C. Chi, Meng Yang, Kenneth Lange
A majorization-minimization algorithm for split feasibility problems. Comput. Optim. Appl. 71 (3) (2018)
Jason Xu, Eric C. Chi, Kenneth Lange
Generalized Linear Model Regression under Distance-to-set Penalties. NIPS (2017)
Bethany Lusch, Eric C. Chi, J. Nathan Kutz
Shape Constrained Tensor Decompositions using Sparse Representations in Over-Complete Libraries. CoRR (2016)
Gary K. Chen, Eric C. Chi, John M. O. Ranola, Kenneth Lange
Convex Clustering: An Attractive Alternative to Hierarchical Clustering. PLoS Comput. Biol. 11 (5) (2015)
Eric C. Chi, Kenneth Lange
A Look at the Generalized Heron Problem through the Lens of Majorization-Minimization. Am. Math. Mon. 121 (2) (2014)
Eric C. Chi, Hua Zhou, Kenneth Lange
Distance majorization and its applications. Math. Program. 146 (1-2) (2014)
Eric C. Chi, Kenneth Lange
Stable estimation of a covariance matrix guided by nuclear norm penalties. Comput. Stat. Data Anal. 80 (2014)
Eric C. Chi, Kenneth Lange
Stable Estimation of a Covariance Matrix Guided by Nuclear Norm Penalties CoRR (2013)
Eric C. Chi, Genevera I. Allen, Hua Zhou, Omid Kohannim, Kenneth Lange, Paul M. Thompson
Imaging genetics via sparse canonical correlation analysis. ISBI (2013)
Eric C. Chi, Tamara G. Kolda
On Tensors, Sparsity, and Nonnegative Factorizations. SIAM J. Matrix Anal. Appl. 33 (4) (2012)
Eric C. Chi, Kenneth Lange
Techniques for Solving Sudoku Puzzles CoRR (2012)
Rajarshi Gupta, Eric C. Chi, Jean C. Walrand
Different Algorithms for Normal and Protection Paths. J. Netw. Syst. Manag. 13 (1) (2005)
Eric C. Chi, Michael Fu, Jean C. Walrand
Proactive resource provisioning. Comput. Commun. 27 (12) (2004)
Rajarshi Gupta, Eric C. Chi, Jean C. Walrand
Different algorithms for normal and protection paths. DRCN (2003)