| On Tensors, Sparsity, and Nonnegative Factorizations EC Chi, TG Kolda SIAM Journal on Matrix Analysis and Applications 33 (4), 1272-1299, 2012 | 404 | 2012 |
| Splitting methods for convex clustering EC Chi, K Lange Journal of Computational and Graphical Statistics 24 (4), 994-1013, 2015 | 381 | 2015 |
| 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 | 163 | 2016 |
| Convex biclustering EC Chi, GI Allen, RG Baraniuk Biometrics 73 (1), 10-19, 2017 | 152 | 2017 |
| Convex Clustering: An Attractive Alternative to Hierarchical Clustering GK Chen, E Chi, J Ranola, K Lange PLoS Computational Biology 11 (5), e1004228, 2015 | 80 | 2015 |
| Provable convex co-clustering of tensors EC Chi, BJ Gaines, WW Sun, H Zhou, J Yang Journal of Machine Learning Research 21 (214), 1-58, 2020 | 79 | 2020 |
| Genotype imputation via matrix completion EC Chi, H Zhou, GK Chen, DO Del Vecchyo, KL Lange Genome research 23, 509-518, 2013 | 78 | 2013 |
| 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 | 71 | 2013 |
| Distance Majorization and Its Applications EC Chi, H Zhou, K Lange Mathematical Programming 146 (1), 409-436, 2014 | 63 | 2014 |
| A Brief Survey of Modern Optimization for Statisticians K Lange, EC Chi, H Zhou International Statistical Review 82 (1), 46–70, 2014 | 51 | 2014 |
| Generalized linear model regression under distance-to-set penalties J Xu, E Chi, K Lange Advances in neural information processing systems 30, 2017 | 48 | 2017 |
| Matlab tensor toolbox version 3.0-dev BW Bader, TG Kolda Available online, Oct 155, 2017 | 45 | 2017 |
| Recovering trees with convex clustering EC Chi, S Steinerberger SIAM Journal on Mathematics of Data Science 1 (3), 383-407, 2019 | 43 | 2019 |
| Non-invasive characterization of complex coronary lesions M Vardhan, J Gounley, SJ Chen, EC Chi, AM Kahn, JA Leopold, ... Scientific reports 11 (1), 8145, 2021 | 38 | 2021 |
| 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 | 38 | 2014 |
| Multiway graph signal processing on tensors: Integrative analysis of irregular geometries JS Stanley, EC Chi, G Mishne IEEE signal processing magazine 37 (6), 160-173, 2020 | 34 | 2020 |
| Stable Estimation of a Covariance Matrix Guided by Nuclear Norm Penalties EC Chi, K Lange Computational Statistics and Data Analysis 80, 117-128, 2014 | 24 | 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, 2017 | 23 | 2017 |
| Co-manifold learning with missing data G Mishne, E Chi, R Coifman International Conference on Machine Learning, 4605-4614, 2019 | 22 | 2019 |
| 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 | 20 | 2014 |
Kenneth LangeRosenfeld Professor of Computational Medicine, Human Genetics, and Statistics, UCLAVerified email at ucla.edu
