Are Uncertainty Quantification Capabilities of Evidential Deep Learning a Mirage?

Item #:

079017-3424

Details

DOI: https://doi.org/10.52202/079017-3424
Author(s): Yuheng Bu, Subhro Das, Soumya Ghosh, J. Ryu, Prasanna Sattigeri, Maohao Shen, Gregory Wornell
Pages: 107830-107864 (35 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 37
Date/Location: Held 10-15 December 2024, Vancouver, Canada.
Series: Advances in Neural Information Processing Systems 37
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

DOI: https://doi.org/10.52202/079017-3424
Author(s): Yuheng Bu, Subhro Das, Soumya Ghosh, J. Ryu, Prasanna Sattigeri, Maohao Shen, Gregory Wornell
Pages: 107830-107864 (35 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 37
Date/Location: Held 10-15 December 2024, Vancouver, Canada.
Series: Advances in Neural Information Processing Systems 37
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)