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Uncertainty Baselines: Benchmarks for Uncertainty & Robustness in Deep Learning

Zachary Nado,Neil Band,Mark Collier,Josip Djolonga,Michael W. Dusenberry,Sebastian Farquhar,Qixuan Feng,Angelos Filos,Marton Havasi,Rodolphe Jenatton,Ghassen Jerfel,Jeremiah Liu,Zelda Mariet,Jeremy Nixon,Shreyas Padhy,Jie Ren,Tim G. J. Rudner,Faris Sbahi,Yeming Wen,Florian Wenzel,Kevin Murphy,D. Sculley,Balaji Lakshminarayanan,Jasper Snoek,Yarin Gal,Dustin Tran

arXiv (Cornell University)（2021）

引用 22|浏览5
关键词
Uncertainty Estimation,Robust Learning,Robustness,Meta-Learning,Deep Learning
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