Author

Chi C

Associate Professor of Statistics, Rice University - Cited by 1,582 - Statistics - Machine Learning - Optimization - Tensors

Biography

Chi C, belonging to Harbin Medical University, Harbin, People's Republic of China. Interested in the field of Image registration software, Multi-modality PET-MR imaging.
Title
Cited by
Year
On Tensors, Sparsity, and Nonnegative Factorizations
EC Chi, TG KoldaSIAM Journal on Matrix Analysis and Applications 33 (4), 1272-1299, 2012201
327
2012
Splitting methods for convex clustering
EC Chi, K LangeJournal of Computational and Graphical Statistics 24 (4), 994-1013, 2015201
294
2015
Convex biclustering
EC Chi, GI Allen, RG BaraniukBiometrics 73 (1), 10-19, 2017201
132
2017
k-POD: A Method for k-Means Clustering of Missing Data
JT Chi, EC Chi, RG BaraniukThe American Statistician 70 (1), 91-99, 2016201
110
2016
Genotype imputation via matrix completion
EC Chi, H Zhou, GK Chen, DO Del Vecchyo, KL LangeGenome research 23, 509-518, 2013201
71
2013
Convex Clustering: An Attractive Alternative to Hierarchical Clustering
GK Chen, E Chi, J Ranola, K LangePLoS Computational Biology 11 (5), e1004228, 2015201
69
2015
Provable convex co-clustering of tensors
EC Chi, BR Gaines, WW Sun, H Zhou, J YangThe Journal of Machine Learning Research 21 (1), 8792-8849, 2020202
57
2020
Imaging Genetics via Sparse Canonical Correlation Analysis
EC Chi, GI Allen, H Zhou, O Kohannim, K Lange, PM ThompsonBiomedical Imaging (ISBI), 2013 IEEE 10th International Symposium on, 740-743, 2013201
53
2013
Distance Majorization and Its Applications
EC Chi, H Zhou, K LangeMathematical Programming 146 (1), 409-436, 2014201
51
2014
A Brief Survey of Modern Optimization for Statisticians
K Lange, EC Chi, H ZhouInternational Statistical Review 82 (1), 46–70, 2014201
41
2014
Matlab tensor toolbox version 3.0-dev
BW Bader, TG KoldaAvailable online, Oct 155, 2017201
40
2017
Generalized linear model regression under distance-to-set penalties
J Xu, E Chi, K LangeAdvances in neural information processing systems 30, 2017201
37
2017
Recovering trees with convex clustering
EC Chi, S SteinerbergerSIAM Journal on Mathematics of Data Science 1 (3), 383-407, 2019201
31
2019
Robust Parametric Classification and Variable Selection by a Minimum Distance Criterion
EC Chi, DW ScottJournal of Computational and Graphical Statistics 23 (1), 111-1, 2014201
28
2014
Stable Estimation of a Covariance Matrix Guided by Nuclear Norm Penalties
EC Chi, K LangeComputational Statistics and Data Analysis 80, 117-128, 2014201
22
2014
ADMM algorithmic regularization paths for sparse statistical machine learning
Y Hu, EC Chi, GI AllenSplitting methods in communication, imaging, science, and engineering, 433-459, 2017201
19
2017
Matrix completion from a computational statistics perspective
EC Chi, T LiWiley Interdisciplinary Reviews: Computational Statistics, e1469, 2019201
16
2019
A Look at the Generalized Heron Problem through the Lens of Majorization-Minimization
EC Chi, K LangeThe American Mathematical Monthly 121 (2), 95-108, 2014201
15
2014
Making tensor factorizations robust to non-Gaussian noise
EC Chi, TG KoldaarXiv preprint arXiv:1010.3043, 2010201
15
2010
Non-invasive characterization of complex coronary lesions
M Vardhan, J Gounley, SJ Chen, EC Chi, AM Kahn, JA Leopold, ...Scientific reports 11 (1), 8145, 2021202
15
2021

Referred From: https://scholar.google.co.in/citations?user=jqkQGfwAAAAJ&hl=en

Cited by
Citations 1582
h-index 16
i10-index 26
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