Transfer Learning under High-dimensional Generalized Linear Models

29 May 2021

Papers citing "Transfer Learning under High-dimensional Generalized Linear Models"

16 / 16 papers shown

Title
High-Dimensional Importance-Weighted Information Criteria: Theory and Optimality Yong-Syun Cao Shinpei Imori Ching-Kang Ing 28 0 0 10 May 2025
Boosting Statistic Learning with Synthetic Data from Pretrained Large Models Jialong Jiang Wenkang Hu Jian Huang Yuling Jiao Xu Liu DiffM 50 0 0 08 May 2025
GeoERM: Geometry-Aware Multi-Task Representation Learning on Riemannian Manifolds Aoran Chen Yang Feng 28 0 0 05 May 2025
Transfer Learning for High-dimensional Reduced Rank Time Series Models Mingliang Ma Abolfazl Safikhani AI4TS 43 0 0 22 Apr 2025
Representation Retrieval Learning for Heterogeneous Data Integration Qi Xu Annie Qu 55 0 0 12 Mar 2025
Transfer Learning for Spatial Autoregressive Models Hao Zeng Wei Zhong Xingbai Xu 36 0 0 20 May 2024
Transfer Learning for Functional Mean Estimation: Phase Transition and Adaptive Algorithms T. T. Cai Dongwoo Kim Hongming Pu 47 7 0 22 Jan 2024
Adaptive Lasso, Transfer Lasso, and Beyond: An Asymptotic Perspective Masaaki Takada Hironori Fujisawa 21 1 0 30 Aug 2023
Transfer Learning with Uncertainty Quantification: Random Effect Calibration of Source to Target (RECaST) Jimmy Hickey Jonathan P. Williams Emily C. Hector UQCV BDL 23 2 0 29 Nov 2022
Transfer learning for tensor Gaussian graphical models Mingyang Ren Yao Zhen Junhui Wang 19 1 0 17 Nov 2022
A Correlation-Ratio Transfer Learning and Variational Stein's Paradox Lu Lin Weiyu Li 18 3 0 10 Jun 2022
On Hypothesis Transfer Learning of Functional Linear Models Haotian Lin M. Reimherr 25 3 0 09 Jun 2022
Adaptive and Robust Multi-Task Learning Yaqi Duan Kaizheng Wang 75 23 0 10 Feb 2022
Targeting Underrepresented Populations in Precision Medicine: A Federated Transfer Learning Approach Sai Li Tianxi Cai R. Duan 22 45 0 27 Aug 2021
Statistical Inference for Maximin Effects: Identifying Stable Associations across Multiple Studies Zijian Guo 28 17 0 15 Nov 2020
Robust and flexible learning of a high-dimensional classification rule using auxiliary outcomes Muxuan Liang Jaeyoung Park Qing Lu Xiang Zhong 22 0 0 11 Nov 2020