17 citations · 73 across the 11 of their papers we have counts for
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stat.ML2021★ 16 cited
Stochastic Mirror Descent for Low-Rank Tensor Decomposition Under Non-Euclidean Losses
Wenqiang Pu, Shahana Ibrahim, Xiao Fu +1
This work considers low-rank canonical polyadic decomposition (CPD) under a class of non-Euclidean loss functions that frequently arise in statistical machine learning and signal p…
stat.ML2020★ 16 cited
Recovering Joint Probability of Discrete Random Variables from Pairwise Marginals
Shahana Ibrahim, Xiao Fu
Learning the joint probability of random variables (RVs) is the cornerstone of statistical signal processing and machine learning. However, direct nonparametric estimation for high…