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20182023
most citedA fast algorithm for maximum likelihood estimation of mixture proportions using sequential quadratic programming

26 citations · 35 across the 6 of their papers we have counts for

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math.OC2023

Stochastic Scale Invariant Power Iteration for KL-divergence Nonnegative Matrix Factorization

Cheolmin Kim, Youngseok Kim, Diego Klabjan

We introduce a mini-batch stochastic variance-reduced algorithm to solve finite-sum scale invariant problems which cover several examples in machine learning and statistics such as…