Waïss Azizian

How Does the Pretraining Distribution Shape In-Context Learning? Task Selection, Robustness and Generalization

The Global Convergence Time of Stochastic Gradient Descent in Non-Convex Landscapes: Sharp Estimates via Large Deviations