Kernelized Heterogeneous Risk Minimization

Kernelized Heterogeneous Risk Minimization

24 October 2021

Zheyuan Hu

Peng Cui

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Papers citing "Kernelized Heterogeneous Risk Minimization"

8 / 8 papers shown

Title
Invariant Correlation of Representation with Label: Enhancing Domain Generalization in Noisy Environments Gaojie Jin Ronghui Mu Xinping Yi Xiaowei Huang Lijun Zhang 134 0 0 01 Jul 2024
Environment Inference for Invariant Learning Elliot Creager J. Jacobsen R. Zemel OOD 61 383 0 14 Oct 2020
The Risks of Invariant Risk Minimization Elan Rosenfeld Pradeep Ravikumar Andrej Risteski OOD 80 312 0 12 Oct 2020
An Investigation of Why Overparameterization Exacerbates Spurious Correlations Shiori Sagawa Aditi Raghunathan Pang Wei Koh Percy Liang 191 381 0 09 May 2020
Stable Prediction with Model Misspecification and Agnostic Distribution Shift Kun Kuang Ruoxuan Xiong Peng Cui Susan Athey Yue Liu OOD 54 130 0 31 Jan 2020
Distributionally Robust Neural Networks for Group Shifts: On the Importance of Regularization for Worst-Case Generalization Shiori Sagawa Pang Wei Koh Tatsunori B. Hashimoto Percy Liang OOD 108 1,243 0 20 Nov 2019
Generalization Guarantees for Neural Networks via Harnessing the Low-rank Structure of the Jacobian Samet Oymak Zalan Fabian Mingchen Li Mahdi Soltanolkotabi MLT 66 88 0 12 Jun 2019
Domain Adaptation for Statistical Classifiers Hal Daumé D. Marcu OOD 97 912 0 28 Sep 2011