Abstract: We consider the rate entropy function, which is the infimum of average mutual information with conditional entropy distortion constraint. Conditional entropy distortion is actually the ...

Within the field of deep learning, there exist various cost functions which essentially provide gradients to train deep learning models. Different cost functions are useful for different purposes.

Write a program in C++ which calculates "Cross Entropy Loss". Use random data for calculation. The program is implemented to generate a random VALID data and calculate the Cross-Entropy loss for that.

Abstract: The definition of weighted entropy allows to calculate the entropy of the mixture of measures. In this paper, we investigate the problem of equivalent definition of the general entropy ...

High-entropy materials (HEMs) are considered one of the most promising multifunctional electrocatalysts due to their tunable composition, electronic structure, and excellent stability. However, a ...