Princeton University; Duke University
Alex Damian, Eshaan Nichani, Rong Ge, Jason Lee
statistical learning;learning theory;single index model;gradient descent;stochastic gradient descent
Smoothing the Landscape Boosts the Signal for SGD: Optimal Sample Complexity for Learning Single Index Models