20 Nov 2020
Seminar, Lecture, Talk
MATH - Seminar on Data Science - Local Elasticity: A Phenomenological Approach Toward Understanding Deep Learning
Motivated by the iterative nature of training neural networks, we ask: If the weights of a neural network are updated using the induced gradient on an image of a tiger, how does this update impact the prediction of the neural network at another image (say, an image o