Transfer Learning for Nonparametric Regression: Non-asymptotic Minimax Analysis and Adaptive Procedure

22 January 2024

Papers citing "Transfer Learning for Nonparametric Regression: Non-asymptotic Minimax Analysis and Adaptive Procedure"

21 / 21 papers shown

Title
Transfer Learning for Benign Overfitting in High-Dimensional Linear Regression Yeichan Kim Ilmun Kim Seyoung Park 92 0 0 17 Oct 2025
Transfer Learning with Distance Covariance for Random Forest: Error Bounds and an EHR Application Chenze Li Subhadeep Paul 36 0 0 13 Oct 2025
A Conditional Distribution Equality Testing Framework using Deep Generative Learning Siming Zheng Meifang Lan Tong Wang Yuanyuan Lin 147 0 0 22 Sep 2025
Limitations of refinement methods for weak to strong generalization Seamus Somerstep Yaácov Ritov Mikhail Yurochkin Subha Maity Yuekai Sun 96 1 0 23 Aug 2025
Multi-task Learning for Heterogeneous Multi-source Block-Wise Missing Data Yang Sui Qi Xu Y. Bai Annie Qu 147 2 0 30 May 2025
Wasserstein Transfer Learning Kaicheng Zhang Sinian Zhang Doudou Zhou Yidong Zhou 108 0 0 23 May 2025
Locally Private Nonparametric Contextual Multi-armed Bandits Hanfang Yang Feiyu Jiang Zifeng Zhao Yuheng Ma Y. Yu 339 0 0 11 Mar 2025
Optimal Transfer Learning for Missing Not-at-Random Matrix Completion Akhil Jalan Yassir Jedra Arya Mazumdar Soumendu Sundar Mukherjee Purnamrita Sarkar 837 2 0 28 Feb 2025
Transfer Learning through Enhanced Sufficient Representation: Enriching Source Domain Knowledge with Target Data Yeheng Ge Xueyu Zhou Jian Huang 273 0 0 22 Feb 2025
Deep Transfer Learning: Model Framework and Error Analysis Yuling Jiao Huazhen Lin Yuchen Luo Jerry Zhijian Yang 325 1 0 12 Oct 2024
Transfer Learning for Latent Variable Network Models Akhil Jalan Arya Mazumdar Soumendu Sundar Mukherjee Purnamrita Sarkar 293 3 0 05 Jun 2024
Profiled Transfer Learning for High Dimensional Linear Model Ziqian Lin Junlong Zhao Fang Wang Han Wang 273 5 0 02 Jun 2024
An adaptive transfer learning perspective on classification in non-stationary environments Henry W J Reeve 196 0 0 28 May 2024
Transfer Learning for Spatial Autoregressive Models Hao Zeng Wei Zhong Xingbai Xu 190 3 0 20 May 2024
Smoothness Adaptive Hypothesis Transfer Learning Haotian Lin M. Reimherr 149 10 0 22 Feb 2024
Transfer Learning for Functional Mean Estimation: Phase Transition and Adaptive AlgorithmsAnnals of Statistics (Ann. Stat.), 2024 T. T. Cai Dongwoo Kim Hongming Pu 273 20 0 22 Jan 2024
Transfer Learning for Kernel-based Regression Chao Wang Caixing Wang Xin He Xingdong Feng 192 4 0 21 Oct 2023
$Transfer learning for piecewise-constant mean estimation: Optimality, $\ell_1$- and $\ell_0$-penalisation$ Transfer learning for piecewise-constant mean estimation: Optimality, $\ell_1$ - and $\ell_0$ -penalisation Fan Wang Yi Yu 187 0 0 09 Oct 2023
Assessing Electricity Service Unfairness with Transfer Counterfactual Learning S. Wei Xiangrui Kong Á. Xavier Shixiang Zhu Yao Xie Feng Qiu 181 2 0 05 Oct 2023
Transfer Learning for Contextual Multi-armed BanditsAnnals of Statistics (Ann. Stat.), 2022 Changxiao Cai T. Tony Cai Hongzhe Li 271 25 0 22 Nov 2022
Adversarial Discriminative Domain AdaptationComputer Vision and Pattern Recognition (CVPR), 2017 Eric Tzeng Judy Hoffman Kate Saenko Trevor Darrell GAN OOD 660 5,004 0 17 Feb 2017