Scientific Research Publishing

Ho, Y. and Wookey, S. (2020) The Real-World-Weight Cross-Entropy Loss Function: Modeling the Costs of Mislabeling. IEEE Access, 8, 4806-4813.

ABSTRACT: Treatment-Resistant Depression (TRD) remains one of the most challenging subtypes of major depressive disorder, affecting approximately one-third of patients and leading to significant ...
Scientific Research Publishing

Zhou, Y., Wang, X., Zhang, M., Zhu, J., Zheng, R. and Wu, Q. (2019) MPCE: A Maximum Probability Based Cross Entropy Loss Function for Neural Network Classification. IEEE Access ...

ABSTRACT: Treatment-Resistant Depression (TRD) remains one of the most challenging subtypes of major depressive disorder, affecting approximately one-third of patients and leading to significant ...
marktechpost

Focal Loss vs Binary Cross-Entropy: A Practical Guide for Imbalanced Classification

Binary cross-entropy (BCE) is the default loss function for binary classification—but it breaks down badly on imbalanced datasets. The reason is subtle but important: BCE weighs mistakes from both ...
WBAY

‘His loss is deeply felt’: College student dies after collapsing at cross-country practice

ODESSA, Texas (KOSA/Gray News) - A college cross-country athlete in Texas died after he collapsed during practice, the school announced. Gage Broomall, a sophomore at Odessa College, collapsed at the ...
IEEE

Global Cross-Entropy Loss for Deep Face Recognition

Abstract: Contemporary deep face recognition techniques predominantly utilize the Softmax loss function, designed based on the similarities between sample features and class prototypes. These ...