Image-to-Image Regression with Distribution-Free Uncertainty Quantification and Applications in Imaging

Anastasios N. Angelopoulos, Amit Pal Singh Kohli, Stephen Bates, Michael I. Jordan, Jitendra Malik, Thayer Alshaabi, Srigokul Upadhyayula, Yaniv Romano. Image-to-Image Regression with Distribution-Free Uncertainty Quantification and Applications in Imaging. 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 717-730, PMLR, 2022. [doi]

Authors

Anastasios N. Angelopoulos

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Amit Pal Singh Kohli

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Stephen Bates

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Michael I. Jordan

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Jitendra Malik

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Thayer Alshaabi

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Srigokul Upadhyayula

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Yaniv Romano

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