PHIL LONG

P. L. Bartlett, D. P. Helmbold and P. M. Long. Gradient descent with identity initialization efficiently learns positive definite linear transformations by deep residual networks. Neural Computation, 31: 477-502, 2019... P. Awasthi, M. F. Balcan and P. M. Long. The power of localization for efficiently learning linear separators with noise. JACM, 63(6): 50:1-50:27, 2017... P. L. Bartlett, P. M. Long and O. Bousquet. The dynamics of Sharpness-Aware Minimization: bouncing across ravines and drifting towards wide minima. JMLR, 24(316):1-36, 2023.