On Performance and Calibration of Natural Gradient Langevin Dynamics

Producing deep neural network (DNN) models with calibrated confidence is essential for applications in many fields, such as medical image analysis, natural language processing, and robotics. Modern neural networks have been reported to be poorly calibrated compared with those from a decade ago. The...

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Bibliografische gegevens
Hoofdauteurs: Hanif Amal Robbani, Alhadi Bustamam, Risman Adnan, Shandar Ahmad
Formaat: Artikel
Taal:English
Gepubliceerd in: IEEE 2023-01-01
Reeks:IEEE Access
Onderwerpen:
Online toegang:https://ieeexplore.ieee.org/document/10131934/