Adapting to Latent Subgroup Shifts via Concepts and Proxies

21 December 2022

Papers citing "Adapting to Latent Subgroup Shifts via Concepts and Proxies"

8 / 8 papers shown

Title
Scalable Out-of-distribution Robustness in the Presence of Unobserved Confounders Parjanya Prashant Seyedeh Baharan Khatami Bruno Ribeiro Babak Salimi 74 0 0 29 Nov 2024
Dual Risk Minimization: Towards Next-Level Robustness in Fine-tuning Zero-Shot Models Kaican Li Weiyan Xie Yongxiang Huang Didan Deng Lanqing Hong Z. Li Ricardo Silva N. Zhang 71 0 0 29 Nov 2024
Proxy-informed Bayesian transfer learning with unknown sources Sabina J. Sloman Julien Martinelli Samuel Kaski 35 0 0 05 Nov 2024
A survey on Concept-based Approaches For Model Improvement Avani Gupta P. J. Narayanan LRM 26 5 0 21 Mar 2024
Proxy Methods for Domain Adaptation Katherine Tsai Stephen R. Pfohl Olawale Salaudeen Nicole Chiou Matt J. Kusner Alexander DÁmour Oluwasanmi Koyejo Arthur Gretton OOD 27 2 0 12 Mar 2024
Prediction under Latent Subgroup Shifts with High-Dimensional Observations William I. Walker A. Gretton M. Sahani OOD 20 1 0 23 Jun 2023
Nonparametric inference about mean functionals of nonignorable nonresponse data without identifying the joint distribution Wei Li Wang Miao E. T. Tchetgen Tchetgen 21 19 0 12 Oct 2021
Domain Adaptation: Learning Bounds and Algorithms Yishay Mansour M. Mohri Afshin Rostamizadeh 179 789 0 19 Feb 2009