Predicting with Proxies: Transfer Learning in High Dimension

28 December 2018

Papers citing "Predicting with Proxies: Transfer Learning in High Dimension"

15 / 15 papers shown

Title
Adaptive Lasso, Transfer Lasso, and Beyond: An Asymptotic Perspective Masaaki Takada Hironori Fujisawa 21 1 0 30 Aug 2023
Addressing distributional shifts in operations management: The case of order fulfillment in customized production J. Senoner Bernhard Kratzwald Milan Kuzmanovic Torbjørn H. Netland Stefan Feuerriegel OOD 48 4 0 24 Apr 2023
Transfer learning for tensor Gaussian graphical models Mingyang Ren Yao Zhen Junhui Wang 24 1 0 17 Nov 2022
Data-pooling Reinforcement Learning for Personalized Healthcare Intervention Xinyun Chen P. Shi Shanwen Pu OffRL 18 4 0 16 Nov 2022
Algorithmic Fairness in Business Analytics: Directions for Research and Practice Maria De-Arteaga Stefan Feuerriegel M. Saar-Tsechansky FaML 22 42 0 22 Jul 2022
Identifying the Dynamics of a System by Leveraging Data from Similar Systems Lei Xin Lintao Ye G. Chiu S. Sundaram 22 24 0 11 Apr 2022
Combining Observational and Randomized Data for Estimating Heterogeneous Treatment Effects Tobias Hatt Jeroen Berrevoets Alicia Curth Stefan Feuerriegel M. Schaar CML 52 29 0 25 Feb 2022
Adaptive and Robust Multi-Task Learning Yaqi Duan Kaizheng Wang 83 23 0 10 Feb 2022
Transferred Q-learning Elynn Y. Chen Michael I. Jordan Sai Li OffRL OnRL 36 4 0 09 Feb 2022
Targeting Underrepresented Populations in Precision Medicine: A Federated Transfer Learning Approach Sai Li Tianxi Cai R. Duan 31 46 0 27 Aug 2021
Policy Learning with Adaptively Collected Data Ruohan Zhan Zhimei Ren Susan Athey Zhengyuan Zhou OffRL 45 27 0 05 May 2021
Group-Sparse Matrix Factorization for Transfer Learning of Word Embeddings Kan Xu Xuanyi Zhao Hamsa Bastani Osbert Bastani 33 6 0 18 Apr 2021
Robust and Stable Black Box Explanations Himabindu Lakkaraju Nino Arsov Osbert Bastani AAML FAtt 24 84 0 12 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
Meta Dynamic Pricing: Transfer Learning Across Experiments Hamsa Bastani D. Simchi-Levi Ruihao Zhu 34 88 0 28 Feb 2019