Eric C. Chi
Eric C. Chi
Associate Professor of Statistics, Rice University
Verified email at - Homepage
Cited by
Cited by
On Tensors, Sparsity, and Nonnegative Factorizations
EC Chi, TG Kolda
SIAM Journal on Matrix Analysis and Applications 33 (4), 1272-1299, 2012
Splitting methods for convex clustering
EC Chi, K Lange
Journal of Computational and Graphical Statistics 24 (4), 994-1013, 2015
Convex biclustering
EC Chi, GI Allen, RG Baraniuk
Biometrics 73 (1), 10-19, 2017
k-POD: A Method for k-Means Clustering of Missing Data
JT Chi, EC Chi, RG Baraniuk
The American Statistician 70 (1), 91-99, 2016
Genotype imputation via matrix completion
EC Chi, H Zhou, GK Chen, DO Del Vecchyo, KL Lange
Genome research 23, 509-518, 2013
Convex Clustering: An Attractive Alternative to Hierarchical Clustering
GK Chen, E Chi, J Ranola, K Lange
PLoS Computational Biology 11 (5), e1004228, 2015
Imaging Genetics via Sparse Canonical Correlation Analysis
EC Chi, GI Allen, H Zhou, O Kohannim, K Lange, PM Thompson
Biomedical Imaging (ISBI), 2013 IEEE 10th International Symposium on, 740-743, 2013
Provable convex co-clustering of tensors
EC Chi, BR Gaines, WW Sun, H Zhou, J Yang
The Journal of Machine Learning Research 21 (1), 8792-8849, 2020
Distance Majorization and Its Applications
EC Chi, H Zhou, K Lange
Mathematical Programming 146 (1), 409-436, 2014
A Brief Survey of Modern Optimization for Statisticians
K Lange, EC Chi, H Zhou
International Statistical Review 82 (1), 46–70, 2014
Matlab tensor toolbox version 3.0-dev
BW Bader, TG Kolda
Available online, Oct 155, 2017
Generalized linear model regression under distance-to-set penalties
J Xu, E Chi, K Lange
Advances in Neural Information Processing Systems 30, 2017
Recovering trees with convex clustering
EC Chi, S Steinerberger
SIAM Journal on Mathematics of Data Science 1 (3), 383-407, 2019
Robust Parametric Classification and Variable Selection by a Minimum Distance Criterion
EC Chi, DW Scott
Journal of Computational and Graphical Statistics 23 (1), 111-128, 2014
ADMM algorithmic regularization paths for sparse statistical machine learning
Y Hu, EC Chi, GI Allen
Splitting Methods in Communication, Imaging, Science, and Engineering, 433-459, 2016
Stable Estimation of a Covariance Matrix Guided by Nuclear Norm Penalties
EC Chi, K Lange
Computational Statistics and Data Analysis 80, 117-128, 2014
A Look at the Generalized Heron Problem through the Lens of Majorization-Minimization
EC Chi, K Lange
The American Mathematical Monthly 121 (2), 95-108, 2014
Making tensor factorizations robust to non-Gaussian noise
EC Chi, TG Kolda
arXiv preprint arXiv:1010.3043, 2010
Histopathology of laser skin resurfacing
SL Thomsen, B Baldwin, E Chi, J Ellard, JA Schwartz
Lasers in Surgery: Advanced Characterization, Therapeutics, and Systems VII …, 1997
Co-manifold learning with missing data
G Mishne, E Chi, R Coifman
International Conference on Machine Learning, 4605-4614, 2019
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