Department of Computer Science, Boston University; Khoury College of Computer Sciences, Northeastern University
Ta Duy Nguyen, Thien H Nguyen, Alina Ene, Huy Nguyen
convex optimization;non-convex optimization;high probability convergence;heavy-tailed noise;clipped stochastic gradient descent;clipped stochastic mirror descent
Improved Convergence in High Probability of Clipped Gradient Methods with Heavy Tailed Noise