Representation Bayesian Risk Decompositions and Multi-Source Domain
Adaptation

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Representation Bayesian Risk Decompositions and Multi-Source Domain Adaptation

22 April 2020

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Papers citing "Representation Bayesian Risk Decompositions and Multi-Source Domain Adaptation"

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Title
A Distributionally-Robust Framework for Nuisance in Causal Effect Estimation Akira Tanimoto 56 0 0 23 May 2025
Weighted Risk Invariance: Domain Generalization under Invariant Feature Shift Gina Wong Joshua Gleason Ramalingam Chellappa Yoav Wald Anqi Liu OOD 199 0 0 25 Jul 2024
Prominent Roles of Conditionally Invariant Components in Domain Adaptation: Theory and Algorithms Keru Wu Yuansi Chen Wooseok Ha Ting Yu CML 89 2 0 19 Sep 2023
Evaluating Self-Supervised Learning via Risk Decomposition Yann Dubois Tatsunori Hashimoto Percy Liang 77 9 0 06 Feb 2023
Understanding the Limits of Unsupervised Domain Adaptation via Data Poisoning Akshay Mehra B. Kailkhura Pin-Yu Chen Jihun Hamm AAML 98 22 0 08 Jul 2021
$Beyond $\mathcal{H}$-Divergence: Domain Adaptation Theory With Jensen-Shannon Divergence$ Beyond $\mathcal{H}$ -Divergence: Domain Adaptation Theory With Jensen-Shannon Divergence Changjian Shui Qi Chen Jun Wen Fan Zhou Christian Gagné Boyu Wang 97 23 0 30 Jul 2020
Out-of-Distribution Generalization via Risk Extrapolation (REx) David M. Krueger Ethan Caballero J. Jacobsen Amy Zhang Jonathan Binas Dinghuai Zhang Rémi Le Priol Aaron Courville OOD 356 948 0 02 Mar 2020