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Kean Ming Tan
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Learning graphical models with hubs
KM Tan, P London, K Mohan, SI Lee, M Fazel, D Witten
arXiv preprint arXiv:1402.7349, 2014
1082014
The fitness consequences of aneuploidy are driven by condition-dependent gene effects
AB Sunshine, C Payen, GT Ong, I Liachko, KM Tan, MJ Dunham
PLoS biology 13 (5), e1002155, 2015
1052015
Metronomic administration of chlorambucil for treatment of dogs with urinary bladder transitional cell carcinoma
DR Schrempp, MO Childress, JC Stewart, TN Leach, KM Tan, AH Abbo, ...
Journal of the American Veterinary Medical Association 242 (11), 1534-1538, 2013
1022013
Clinical trial of vinblastine in dogs with transitional cell carcinoma of the urinary bladder
EJ Arnold, MO Childress, LM Fourez, KM Tan, JC Stewart, PL Bonney, ...
Journal of Veterinary Internal Medicine 25 (6), 1385-1390, 2011
1012011
Statistical Properties of Convex Clustering
KM Tan, D Witten
Electronic Journal of Statistics 9 (2), 2324-2347, 2015
992015
Randomized trial of cisplatin versus firocoxib versus cisplatin/firocoxib in dogs with transitional cell carcinoma of the urinary bladder
DW Knapp, CJ Henry, WR Widmer, KM Tan, GE Moore, JA Ramos‐Vara, ...
Journal of Veterinary Internal Medicine 27 (1), 126-133, 2013
912013
The cluster graphical lasso for improved estimation of Gaussian graphical models
KM Tan, D Witten, A Shojaie
Computational statistics & data analysis 85, 23-36, 2015
822015
Propagation of information along the cortical hierarchy as a function of attention while reading and listening to stories
M Regev, E Simony, K Lee, KM Tan, J Chen, U Hasson
Cerebral Cortex 29 (10), 4017-4034, 2019
692019
Sparse biclustering of transposable data
KM Tan, DM Witten
Journal of Computational and Graphical Statistics 23 (4), 985-1008, 2014
692014
Smoothed quantile regression with large-scale inference
X He, X Pan, KM Tan, WX Zhou
Journal of Econometrics 232 (2), 367-388, 2023
612023
Sparse generalized eigenvalue problem: Optimal statistical rates via truncated Rayleigh flow
KM Tan, Z Wang, H Liu, T Zhang
Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2018
592018
A convex formulation for high-dimensional sparse sliced inverse regression
KM Tan, Z Wang, T Zhang, H Liu, RD Cook
Biometrika 105 (4), 769-782, 2018
402018
Laplace approximation in high-dimensional Bayesian regression
RF Barber, M Drton, KM Tan
Statistical Analysis for High-Dimensional Data: The Abel Symposium 2014, 15-36, 2016
352016
Local uncertainty sampling for large-scale multiclass logistic regression
L Han, KM Tan, T Yang, T Zhang
332020
High-dimensional quantile regression: Convolution smoothing and concave regularization
KM Tan, L Wang, WX Zhou
Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2022
292022
Graphical nonconvex optimization via an adaptive convex relaxation
Q Sun, KM Tan, H Liu, T Zhang
International Conference on Machine Learning, 4810-4817, 2018
24*2018
Transformation of speech sequences in human sensorimotor circuits
K Müsch, K Himberger, KM Tan, TA Valiante, CJ Honey
Proceedings of the National Academy of Sciences 117 (6), 3203-3213, 2020
212020
Classification of RNA-seq data
KM Tan, A Petersen, D Witten
Statistical analysis of next generation sequencing data, 219-246, 2014
212014
Sparse reduced rank Huber regression in high dimensions
KM Tan, Q Sun, D Witten
Journal of the American Statistical Association 118 (544), 2383-2393, 2023
18*2023
Communication-constrained distributed quantile regression with optimal statistical guarantees
KM Tan, H Battey, WX Zhou
Journal of Machine Learning Research 23 (272), 1-61, 2022
162022
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