Search Results for author: Andrew N. Cheng

Found 1 papers, 0 papers with code

Trajectory of Mini-Batch Momentum: Batch Size Saturation and Convergence in High Dimensions

no code implementations2 Jun 2022 Kiwon Lee, Andrew N. Cheng, Courtney Paquette, Elliot Paquette

We analyze the dynamics of large batch stochastic gradient descent with momentum (SGD+M) on the least squares problem when both the number of samples and dimensions are large.

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