New York University; Northeastern University; Boston University
Zijian Liu, Ta Duy Nguyen, Alina Ene, Huy Nguyen
Convex Optimization;Adaptive Algorithms
On the Convergence of AdaGrad(Norm) on $\mathbb{R}^d$: Beyond Convexity, Non-Asymptotic Rate and Acceleration