Kean Ming Tan

13 papers A* 1Journal 12
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Latent Variable Framework for Scaling Laws in Large Language Models.
CoRR
Peiyao Cai, Chengyu Cui, Felipe Maia Polo, Seamus Somerstep, Leshem Choshen, Mikhail Yurochkin, Moulinath Banerjee, Yuekai Sun, Kean Ming Tan, Gongjun Xu
2025 J jnl
Exponential Family Graphical Models: Correlated Replicates and Unmeasured Confounders, with Applications to fMRI Data.
J. Mach. Learn. Res.
Yanxin Jin, Yang Ning, Kean Ming Tan
2025 J jnl
Linear Hypothesis Testing in High-Dimensional Expected Shortfall Regression with Heavy-Tailed Errors.
J. Mach. Learn. Res.
Gaoyu Wu, Jelena Bradic, Kean Ming Tan, Wen-Xin Zhou
2024 J jnl
A Unified Algorithm for Penalized Convolution Smoothed Quantile Regression.
J. Comput. Graph. Stat.
Rebeka Man, Xiaoou Pan, Kean Ming Tan, Wen-Xin Zhou
2023 J jnl
High-Dimensional Inference for Generalized Linear Models with Hidden Confounding.
J. Mach. Learn. Res.
Jing Ouyang, Kean Ming Tan, Gongjun Xu
2022 J jnl
Communication-Constrained Distributed Quantile Regression with Optimal Statistical Guarantees.
J. Mach. Learn. Res.
Kean Ming Tan, Heather Battey, Wen-Xin Zhou
2021 J jnl
Model Linkage Selection for Cooperative Learning.
J. Mach. Learn. Res.
Jiaying Zhou, Jie Ding, Kean Ming Tan, Vahid Tarokh
2019 J jnl
Layer-Wise Learning Strategy for Nonparametric Tensor Product Smoothing Spline Regression and Graphical Models.
J. Mach. Learn. Res.
Kean Ming Tan, Junwei Lu, Tong Zhang, Han Liu
2018 J jnl
A convex formulation for high-dimensional sparse sliced inverse regression.
CoRR
Kean Ming Tan, Zhaoran Wang, Tong Zhang, Han Liu, R. Dennis Cook
2018 J jnl
Distributionally Robust Reduced Rank Regression and Principal Component Analysis in High Dimensions.
CoRR
Kean Ming Tan, Qiang Sun, Daniela M. Witten
2018 A* conf
Graphical Nonconvex Optimization via an Adaptive Convex Relaxation.
ICML
Qiang Sun, Kean Ming Tan, Han Liu, Tong Zhang
2015 J jnl
The cluster graphical lasso for improved estimation of Gaussian graphical models.
Comput. Stat. Data Anal.
Kean Ming Tan, Daniela M. Witten, Ali Shojaie
2014 J jnl
Learning graphical models with hubs.
J. Mach. Learn. Res.
Kean Ming Tan, Palma London, Karthik Mohan, Su-In Lee, Maryam Fazel, Daniela M. Witten