AutoIP: A United Framework to Integrate Physics into Gaussian Processes

Da Long, Zheng Wang, Aditi S. Krishnapriyan, Robert M. Kirby, Shandian Zhe, Michael W. Mahoney. AutoIP: A United Framework to Integrate Physics into Gaussian Processes. In Kamalika Chaudhuri, Stefanie Jegelka, Le Song, Csaba Szepesvári, Gang Niu 0001, Sivan Sabato, editors, International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA. Volume 162 of Proceedings of Machine Learning Research, pages 14210-14222, PMLR, 2022. [doi]

Abstract

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