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"

15 / 15 papers shown

Title
Locally Private Nonparametric Contextual Multi-armed Bandits Yuheng Ma Feiyu Jiang Zifeng Zhao Hanfang Yang Y. Yu 42 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 138 0 0 28 Feb 2025
Transfer Learning through Enhanced Sufficient Representation: Enriching Source Domain Knowledge with Target Data Yeheng Ge Xueyu Zhou Jian Huang 38 0 0 22 Feb 2025
Deep Transfer Learning: Model Framework and Error Analysis Yuling Jiao Huazhen Lin Yuchen Luo Jerry Zhijian Yang 44 1 0 12 Oct 2024
Transfer Learning for Latent Variable Network Models Akhil Jalan Arya Mazumdar Soumendu Sundar Mukherjee Purnamrita Sarkar 38 1 0 05 Jun 2024
Profiled Transfer Learning for High Dimensional Linear Model Ziqian Lin Junlong Zhao Fang Wang Han Wang 39 1 0 02 Jun 2024
An adaptive transfer learning perspective on classification in non-stationary environments Henry W J Reeve 36 0 0 28 May 2024
Transfer Learning for Spatial Autoregressive Models Hao Zeng Wei Zhong Xingbai Xu 36 0 0 20 May 2024
Smoothness Adaptive Hypothesis Transfer Learning Haotian Lin M. Reimherr 25 6 0 22 Feb 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
Minimax Optimal Transfer Learning for Kernel-based Nonparametric Regression Chao Wang Caixing Wang Xin He Xingdong Feng 28 1 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 18 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 26 1 0 05 Oct 2023
Transfer Learning for Contextual Multi-armed Bandits Changxiao Cai T. Tony Cai Hongzhe Li 36 16 0 22 Nov 2022
Domain Adaptation: Learning Bounds and Algorithms Yishay Mansour M. Mohri Afshin Rostamizadeh 179 789 0 19 Feb 2009