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ENTITY Stochastic Multilevel Compositional Optimization

Stochastic Multilevel Compositional Optimization

PulseAugur coverage of Stochastic Multilevel Compositional Optimization — every cluster mentioning Stochastic Multilevel Compositional Optimization across labs, papers, and developer communities, ranked by signal.

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  1. TOOL · CL_277334 ·

    New optimization methods achieve optimal sample complexity for complex nested functions

    This paper introduces novel momentum-based methods for stochastic multi-level optimization, where the objective function is a nested composition of several non-convex functions. The proposed techniques utilize mini-batc…