Convergence of AdaGrad for Non-convex Objectives: Simple Proofs and Relaxed Assumptions.
B. Wang, H. Zhang, Z. Ma, and W. Chen. COLT, volume 195 of Proceedings of Machine Learning Research, page 161-190. PMLR, (2023)
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