The Powerball Method With Biased Stochastic Gradient Estimation for Large-Scale Learning Systems
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DOI: 10.1109/tcss.2024.3411630
Abstract: The Powerball method, via incorporating a power coefficient into conventional optimization algorithms, has been considered in accelerating stochastic optimization (SO) algorithms in recent years, giving rise to a series of powered stochastic optimization (PSO) algorithms.… read more here.
Keywords: powerball method; biased stochastic; stochastic gradient; pso algorithms ... See more keywords