Kean Ming Tan

According to our database1, Kean Ming Tan authored at least 10 papers between 2014 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

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Bibliography

2024
A Unified Algorithm for Penalized Convolution Smoothed Quantile Regression.
J. Comput. Graph. Stat., 2024

2023
High-Dimensional Inference for Generalized Linear Models with Hidden Confounding.
J. Mach. Learn. Res., 2023

2022
Communication-Constrained Distributed Quantile Regression with Optimal Statistical Guarantees.
J. Mach. Learn. Res., 2022

2021
Model Linkage Selection for Cooperative Learning.
J. Mach. Learn. Res., 2021

2019
Layer-Wise Learning Strategy for Nonparametric Tensor Product Smoothing Spline Regression and Graphical Models.
J. Mach. Learn. Res., 2019

2018
Distributionally Robust Reduced Rank Regression and Principal Component Analysis in High Dimensions.
CoRR, 2018

A convex formulation for high-dimensional sparse sliced inverse regression.
CoRR, 2018

Graphical Nonconvex Optimization via an Adaptive Convex Relaxation.
Proceedings of the 35th International Conference on Machine Learning, 2018

2015
The cluster graphical lasso for improved estimation of Gaussian graphical models.
Comput. Stat. Data Anal., 2015

2014
Learning graphical models with hubs.
J. Mach. Learn. Res., 2014


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