Regularization in Deep Learning is very important to overcome overfitting. When your training accuracy is very high, but test ...

Development of a modern semiconductor requires running many electronic design automation (EDA) tools many times over the course of the project. Every stage, from architectural exploration and design ...

Crop nutrition and quality formation are complex processes influenced by genotype, environment, and management practices.

This course offers an introduction to mathematical nonlinear optimization with applications in data science. The theoretical foundation and the fundamental algorithms for nonlinear optimization are ...