Optimization is mathematical speak for finding the maximum or minimum value of some function ... The power of deep learning systems trained with large data sets is not that if can figure out ...

This study presents an integrated approach: a deep learning model predicts concrete compressive strength, while a multi-objective ... ReLU activation functions, and a single output node predicting ...

Deep learning is rapidly ‘eating ... When we can successfully define an objective function and reduce a real-world task to an optimization problem, computer scientists, operations researchers ...

This course offers a holistic and hands-on introduction to the fundamentals of mathematical optimization for machine learning and deep learning.