Learning OOD Robust Neural Operator with Risk-Averse Stochastic Optimization

Huafeng Liu 0001, Yiran Fu, Jingyue Shi, Liping Jing, Jian Yu 0001. Learning OOD Robust Neural Operator with Risk-Averse Stochastic Optimization. In Luiza Antonie, Jian Pei 0001, Xiaohui Yu 0001, Flavio Chierichetti, Hady W. Lauw, Yizhou Sun, Srinivasan Parthasarathy 0001, editors, Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.2, KDD 2025, Toronto ON, Canada, August 3-7, 2025. pages 1799-1810, ACM, 2025. [doi]

Abstract

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