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adaptive stochastic algorithm

2 papers

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Co-occurring keywords · papers mentioning both

adam optimizer (2) adaptive learning rate (2) non-convex optimization (2) stochastic optimization (2) convergence theory (1) adaptive stochastic optimization (1) rmsprop optimizer (1) mini-batch stochastic gradient descent (1) convergence guarantee (1) learning rate (1)

Papers

Towards Practical Adam: Non-Convexity, Convergence Theory, and Mini-Batch Acceleration JMLR 2022 A Sufficient Condition for Convergences of Adam and RMSProp CVPR 2019