Neuro-GOMEA: Using Modern Evolutionary Algorithms to Train Neural Networks

Neural networks (NNs) have, in recent years, become a major part of modern pattern recognition, and both theoretical and applied research evolve at an astounding pace. NNs are usually trained via gradient descent (GD), but research has shown that GD is not always capable of training very small networks. As a result, networks trained via GD are...

AuTA: Automatic teaching assistant

Due to the dramatic increase in enrollments in the TU Delft Bachelor of Computer<br/>Science, the workload for teaching assistants and instructors has skyrocketed. To<br/>reduce this workload, automated tools can be used to make the grading process easier. This paper describes the development of AuTA (Automatic Teaching Assistant), a tool that...