Dynamics of Neural Networks

These papers are concerned with the optimization trajectory of neural networks. We develop new methods for optimizing complex neural networks that differ from naive stochastic gradient descent. We also exploit the optimization trajectory to provide interpretation of the neural network's predictions.

Interpretability