Modern neural networks, with billions of parameters, are so overparameterized that they can "overfit" even random, ...

Abstract: With the surge in data generation, both vertically (i.e., volume of data) and horizontally (i.e., dimensionality) the burden of the curse of dimensionality has become increasingly palpable.

Abstract: Sorting texts into categories based on their tone or emotional content is a crucial part of text mining, a process known as sentiment classification. Machine learning methods may be used to ...