University of South Florida University of South Florida Scholar Commons Scholar Commons Mathematics and Statistics Faculty Publications Mathematics and Statistics 1-2021 Dynamically Weighted Balanced Loss: Class Imbalanced Learning Dynamically Weighted Balanced Loss: Class Imbalanced Learning and Confdence Calibration of Deep Neural Networks and Confdence Calibration of Deep Neural Networks K. Ruwani M. Fernando University of South Florida, kfernando@usf.edu Chris P. Tsokos University of South Florida, ctsokos@usf.edu Follow this and additional works at: https://scholarcommons.usf.edu/mth_facpub Part of the Mathematics Commons Scholar Commons Citation Scholar Commons Citation Fernando, K. Ruwani M. and Tsokos, Chris P., "Dynamically Weighted Balanced Loss: Class Imbalanced Learning and Confdence Calibration of Deep Neural Networks" (2021). Mathematics and Statistics Faculty Publications. 29. https://scholarcommons.usf.edu/mth_facpub/29 This Article is brought to you for free and open access by the Mathematics and Statistics at Scholar Commons. It has been accepted for inclusion in Mathematics and Statistics Faculty Publications by an authorized administrator of Scholar Commons. For more information, please contact scholarcommons@usf.edu.