4 citations · 6 across the 8 of their papers we have counts for
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cs.LG2020★ 4 cited
Adaptive Sampling Distributed Stochastic Variance Reduced Gradient for Heterogeneous Distributed Datasets
Ilqar Ramazanli, Han Nguyen, Hai Pham +2
We study distributed optimization algorithms for minimizing the average of \emph{heterogeneous} functions distributed across several machines with a focus on communication efficien…
cs.LG2020★ 1 cited
Optimal Exact Matrix Completion Under new Parametrization
Ilqar Ramazanli, Barnabas Poczos
We study the problem of exact completion for sized matrix of rank with the adaptive sampling method. We introduce a relation of the exact completion problem with t…