Loss Functions and Metrics in Deep Learning. A Review
https://arxiv.org/abs/2307.02694

One of the essential components of deep learning is the choice of the loss function and performance metrics used to train and evaluate models.

This paper reviews the most prevalent loss functions and performance measurements in deep learning.

#MachineLearning #parametrization #LossFunctions #CostFunctions #NeuralNetworks #optimization #MathematicalOptimization