Eric C. Chi

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Kenneth LangeProfessor of Computational Medicine, Human Genetics, and Statistics, UCLAVerified email at ucla.edu
Hua ZhouDepartment of Biostatistics, UCLAVerified email at ucla.edu
Tamara G. KoldaSandia National LabsVerified email at mathsci.ai
Genevera I. AllenAssociate Professor, Electrical and Computer Engineering, Statistics, and Computer Science, RiceVerified email at rice.edu
Richard BaraniukVictor E. Cameron Professor, Electrical & Computer Engineering, Rice UniversityVerified email at rice.edu
Gary K ChenFormer Assistant Professor, University of Southern CAVerified email at caseyandgary.com
Jean WalrandProfessor of EECSVerified email at eecs.berkeley.edu
Jocelyn T. ChiNorth Carolina State UniversityVerified email at ncsu.edu
Jason XuAssistant Professor of Statistical Science, Duke UniversityVerified email at duke.edu
Diego Ortega-Del VecchyoJunior Group Leader, National Autonomous University of MexicoVerified email at liigh.unam.mx
Omid KohannimUCLAVerified email at ucla.edu
Paul ThompsonProfessor of Neurology & Psychiatry, Imaging Genetics Center, USCVerified email at usc.edu
Stefan SteinerbergerUniversity of Washington, SeattleVerified email at uw.edu
Will Wei SunAssistant Professor, Krannert School of Management, Purdue UniversityVerified email at purdue.edu
David W ScottProfessor of Statistics, Rice UniversityVerified email at rice.edu
Geoff ReevesLos Alamos National Laboratory (LANL)Verified email at reevesresearch.org
J. Nathan KutzProfessor of Applied MathematicsVerified email at uw.edu
Antonis DimakisAthens University of Economics and BusinessVerified email at aueb.gr
Arvind K. SaibabaAssociate Professor, North Carolina State UniversityVerified email at ncsu.edu
Yue HuUniversity of RochesterVerified email at rochester.edu

Eric C. Chi

Assistant Professor of Statistics, North Carolina State University

Verified email at ncsu.edu - Homepage

Statistics Machine Learning Optimization Tensors


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On Tensors, Sparsity, and Nonnegative Factorizations EC Chi, TG Kolda SIAM Journal on Matrix Analysis and Applications 33 (4), 1272-1299, 2012	257	2012
Splitting methods for convex clustering EC Chi, K Lange Journal of Computational and Graphical Statistics 24 (4), 994-1013, 2015	198	2015
Convex biclustering EC Chi, GI Allen, RG Baraniuk Biometrics 73 (1), 10-19, 2017	92	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	59	2016
Genotype imputation via matrix completion EC Chi, H Zhou, GK Chen, DO Del Vecchyo, KL Lange Genome research 23, 509-518, 2013	57	2013
Convex Clustering: An Attractive Alternative to Hierarchical Clustering GK Chen, E Chi, J Ranola, K Lange PLoS Computational Biology 11 (5), e1004228, 2015	51	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	44	2013
Distance Majorization and Its Applications EC Chi, H Zhou, K Lange Mathematical Programming 146 (1), 409-436, 2014	38	2014
A Brief Survey of Modern Optimization for Statisticians K Lange, EC Chi, H Zhou International Statistical Review 82 (1), 46–70, 2014	30	2014
Provable convex co-clustering of tensors EC Chi, BR Gaines, WW Sun, H Zhou, J Yang Journal of Machine Learning Research 21 (214), 1-58, 2020	23	2020
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	18	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	16	2014
Generalized linear model regression under distance-to-set penalties J Xu, EC Chi, K Lange arXiv preprint arXiv:1711.01341, 2017	15	2017
Making tensor factorizations robust to non-Gaussian noise EC Chi, TG Kolda arXiv preprint arXiv:1010.3043, 2010	15	2010
Stable Estimation of a Covariance Matrix Guided by Nuclear Norm Penalties EC Chi, K Lange Computational Statistics and Data Analysis 80, 117-128, 2014	13	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	12	2016
Recovering trees with convex clustering EC Chi, S Steinerberger SIAM Journal on Mathematics of Data Science 1 (3), 383-407, 2019	11	2019
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	10	1997
A majorization–minimization algorithm for split feasibility problems J Xu, EC Chi, M Yang, K Lange Computational Optimization and Applications 71 (3), 795-828, 2018	9	2018
Techniques for solving sudoku puzzles EC Chi, K Lange arXiv preprint arXiv:1203.2295, 2012	8	2012

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