Kean Ming Tan

According to our database, Kean Ming Tan authored at least 8 papers between 2014 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Communication-Constrained Distributed Quantile Regression with Optimal Statistical Guarantees.

Kean Ming Tan, Heather Battey, Wen-Xin Zhou

J. Mach. Learn. Res., 2022

2021

Model Linkage Selection for Cooperative Learning.

Jiaying Zhou, Jie Ding, Kean Ming Tan, Vahid Tarokh

J. Mach. Learn. Res., 2021

2019

Layer-Wise Learning Strategy for Nonparametric Tensor Product Smoothing Spline Regression and Graphical Models.

Kean Ming Tan, Junwei Lu, Tong Zhang, Han Liu

J. Mach. Learn. Res., 2019

2018

Distributionally Robust Reduced Rank Regression and Principal Component Analysis in High Dimensions.

Kean Ming Tan, Qiang Sun, Daniela M. Witten

CoRR, 2018

A convex formulation for high-dimensional sparse sliced inverse regression.

Kean Ming Tan, Zhaoran Wang, Tong Zhang, Han Liu, R. Dennis Cook

CoRR, 2018

Graphical Nonconvex Optimization via an Adaptive Convex Relaxation.

Qiang Sun, Kean Ming Tan, Han Liu, Tong Zhang

Proceedings of the 35th International Conference on Machine Learning, 2018

2015

The cluster graphical lasso for improved estimation of Gaussian graphical models.

Kean Ming Tan, Daniela M. Witten, Ali Shojaie

Comput. Stat. Data Anal., 2015

2014

Learning graphical models with hubs.

Kean Ming Tan, Palma London, Karthik Mohan, Su-In Lee, Maryam Fazel, Daniela M. Witten

J. Mach. Learn. Res., 2014