TransFusion: Covariate-Shift Robust Transfer Learning for High-Dimensional Regression

1 April 2024

Papers citing "TransFusion: Covariate-Shift Robust Transfer Learning for High-Dimensional Regression"

8 / 8 papers shown

Title
Smoothness Adaptive Hypothesis Transfer Learning Haotian Lin M. Reimherr 48 8 0 22 Feb 2024
Transfer Learning under High-dimensional Generalized Linear Models Ye Tian Yang Feng 56 124 0 29 May 2021
Transfer Learning for High-dimensional Linear Regression: Prediction, Estimation, and Minimax Optimality Sai Li T. Tony Cai Hongzhe Li 85 162 0 18 Jun 2020
MNIST-C: A Robustness Benchmark for Computer Vision Norman Mu Justin Gilmer 52 209 0 05 Jun 2019
Hypothesis Transfer Learning via Transformation Functions S. Du Jayanth Koushik Aarti Singh Barnabás Póczós 53 58 0 03 Dec 2016
Confidence Intervals and Hypothesis Testing for High-Dimensional Regression Adel Javanmard Andrea Montanari 205 767 0 13 Jun 2013
A Unified Framework for High-Dimensional Analysis of M-Estimators with Decomposable Regularizers S. Negahban Pradeep Ravikumar Martin J. Wainwright Bin Yu 424 1,378 0 13 Oct 2010
Taking Advantage of Sparsity in Multi-Task Learning Karim Lounici Massimiliano Pontil Alexandre B. Tsybakov Sara van de Geer 309 292 0 09 Mar 2009