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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Κύριοι συγγραφείς: Hanif Amal Robbani, Alhadi Bustamam, Risman Adnan, Shandar Ahmad
Μορφή: Άρθρο
Γλώσσα:English
Έκδοση: IEEE 2023-01-01
Σειρά:IEEE Access
Θέματα:
Διαθέσιμο Online:https://ieeexplore.ieee.org/document/10131934/

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