High Dimensions

Event Weekly OSI Lab Seminar Short summary In this seminar, I will about two recent papers on the high-dimensional limit of SGD and their statistical theories, which were recently described by the so-called homogeneized-SGD (HSGD).

Event Weekly OptiML Lab Group Meeting Short summary In this seminar, I will talk about the paper “Implicit Regularization or Implicit Conditioning? Exact Risk Trajectories of SGD in High Dimensions” (Paquette et al.