Eric C. Chi

According to our database, Eric C. Chi authored at least 30 papers between 2004 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Towards Tuning-Free Minimum-Volume Nonnegative Matrix Factorization.

Duc Toan Nguyen, Eric C. Chi

Proceedings of the 2024 SIAM International Conference on Data Mining, 2024

2023

Robust Low-Rank Tensor Decomposition with the L ₂ Criterion.

Qiang Heng, Eric C. Chi, Yufeng Liu

Technometrics, October, 2023

A Sharper Computational Tool for Regression.

Xiaoqian Liu, Eric C. Chi, Kenneth Lange

Technometrics, January, 2023

Bayesian Trend Filtering via Proximal Markov Chain Monte Carlo.

Qiang Heng, Hua Zhou, Eric C. Chi

J. Comput. Graph. Stat., 2023

A Majorization-Minimization Gauss-Newton Method for 1-Bit Matrix Completion.

Xiaoqian Liu, Xu Han, Eric C. Chi, Boaz Nadler

CoRR, 2023

2022

A User-Friendly Computational Framework for Robust Structured Regression with the L₂ Criterion.

Jocelyn T. Chi, Eric C. Chi

J. Comput. Graph. Stat., October, 2022

Multi-scale affinities with missing data: Estimation and applications.

Min Zhang, Gal Mishne, Eric C. Chi

Stat. Anal. Data Min., 2022

Revisiting convexity-preserving signal recovery with the linearly involved GMC penalty.

Xiaoqian Liu, Eric C. Chi

Pattern Recognit. Lett., 2022

2021

Sparse Single Index Models for Multivariate Responses.

Yuan Feng, Luo Xiao, Eric C. Chi

J. Comput. Graph. Stat., 2021

Discovering Geometry in Data Arrays.

Eric C. Chi

Comput. Sci. Eng., 2021

COBRAC: a fast implementation of convex biclustering with compression.

Haidong Yi, Le Huang, Gal Mishne, Eric C. Chi

Bioinform., 2021

An Interpretable Machine Learning Model to Classify Coronary Bifurcation Lesions.

Xiaoqian Liu, Madhurima Vardhan, Qinrou Wen, Arpita Das, Amanda Randles, Eric C. Chi

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020

Multiway Graph Signal Processing on Tensors: Integrative Analysis of Irregular Geometries.

Jay S. Stanley III, Eric C. Chi, Gal Mishne

IEEE Signal Process. Mag., 2020

Provable Convex Co-clustering of Tensors.

Eric C. Chi, Brian J. Gaines, Will Wei Sun, Hua Zhou, Jian Yang

J. Mach. Learn. Res., 2020

Multi-way Graph Signal Processing on Tensors: Integrative analysis of irregular geometries.

Jay S. Stanley III, Eric C. Chi, Gal Mishne

CoRR, 2020

2019

Recovering Trees with Convex Clustering.

Eric C. Chi, Stefan Steinerberger

SIAM J. Math. Data Sci., 2019

Co-manifold learning with missing data.

Gal Mishne, Eric C. Chi, Ronald R. Coifman

Proceedings of the 36th International Conference on Machine Learning, 2019

Shape Constrained Tensor Decompositions.

Bethany Lusch, Eric C. Chi, J. Nathan Kutz

Proceedings of the 2019 IEEE International Conference on Data Science and Advanced Analytics, 2019

2018

A majorization-minimization algorithm for split feasibility problems.

Jason Xu, Eric C. Chi, Meng Yang, Kenneth Lange

Comput. Optim. Appl., 2018

2017

Generalized Linear Model Regression under Distance-to-set Penalties.

Jason Xu, Eric C. Chi, Kenneth Lange

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

2016

Shape Constrained Tensor Decompositions using Sparse Representations in Over-Complete Libraries.

Bethany Lusch, Eric C. Chi, J. Nathan Kutz

CoRR, 2016

2015

Convex Clustering: An Attractive Alternative to Hierarchical Clustering.

Gary K. Chen, Eric C. Chi, John M. O. Ranola, Kenneth Lange

PLoS Comput. Biol., 2015

2014

A Look at the Generalized Heron Problem through the Lens of Majorization-Minimization.

Eric C. Chi, Kenneth Lange

Am. Math. Mon., 2014

Distance majorization and its applications.

Eric C. Chi, Hua Zhou, Kenneth Lange

Math. Program., 2014

Stable estimation of a covariance matrix guided by nuclear norm penalties.

Eric C. Chi, Kenneth Lange

Comput. Stat. Data Anal., 2014

2013

Imaging genetics via sparse canonical correlation analysis.

Eric C. Chi, Genevera I. Allen, Hua Zhou, Omid Kohannim, Kenneth Lange, Paul M. Thompson

Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

2012

On Tensors, Sparsity, and Nonnegative Factorizations.

Eric C. Chi, Tamara G. Kolda

SIAM J. Matrix Anal. Appl., 2012

Techniques for Solving Sudoku Puzzles

Eric C. Chi, Kenneth Lange

CoRR, 2012

2005

Different Algorithms for Normal and Protection Paths.

Rajarshi Gupta, Eric C. Chi, Jean C. Walrand

J. Netw. Syst. Manag., 2005

2004

Proactive resource provisioning.

Eric C. Chi, Michael Fu, Jean C. Walrand

Comput. Commun., 2004