Trainability and Accuracy of Neural Networks: An Interacting Particle System Approach

Grant M. Rotskoff, Eric Vanden-Eijnden

Neural networks, a central tool in machine learning, have demonstrated remarkable, high fidelity performance on image recognition and classification tasks. These successes evince a…