14 citations · 26 across the 9 of their papers we have counts for
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cs.LG2019★ 8 cited
When Does Non-Orthogonal Tensor Decomposition Have No Spurious Local Minima?
Maziar Sanjabi, Sina Baharlouei, Meisam Razaviyayn +1
We study the optimization problem for decomposing dimensional fourth-order Tensors with non-orthogonal components. We derive \textit{deterministic} conditions under which s…
cs.LG2019★ 14 cited
Rényi Fair Inference
Sina Baharlouei, Maher Nouiehed, Ahmad Beirami +1
Machine learning algorithms have been increasingly deployed in critical automated decision-making systems that directly affect human lives. When these algorithms are only trained t…