Optimal Stochastic and Online Learning with Individual Iterates

Yunwen Lei, Peng Yang, Ke Tang, Ding-Xuan Zhou

Neural Information Processing Systems 

Gradient-based methods have found wide applications to solve various optimization problems.

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