How to Trust Your Diffusion Model: A Convex Optimization Approach to Conformal Risk Control

Jacopo Teneggi, Matthew Tivnan, J. Webster Stayman, Jeremias Sulam. How to Trust Your Diffusion Model: A Convex Optimization Approach to Conformal Risk Control. In Andreas Krause 0001, Emma Brunskill, KyungHyun Cho, Barbara Engelhardt, Sivan Sabato, Jonathan Scarlett, editors, International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA. Volume 202 of Proceedings of Machine Learning Research, pages 33940-33960, PMLR, 2023. [doi]

Authors

Jacopo Teneggi

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Matthew Tivnan

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J. Webster Stayman

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Jeremias Sulam

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