11 citations · 26 across the 26 of their papers we have counts for
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cs.NE2020
Learning Sub-Patterns in Piecewise Continuous Functions
Anastasis Kratsios, Behnoosh Zamanlooy
Most stochastic gradient descent algorithms can optimize neural networks that are sub-differentiable in their parameters; however, this implies that the neural network's activation…
stat.ML2020★ 1 cited
Denise: Deep Robust Principal Component Analysis for Positive Semidefinite Matrices
Calypso Herrera, Florian Krach, Anastasis Kratsios +2
The robust PCA of covariance matrices plays an essential role when isolating key explanatory features. The currently available methods for performing such a low-rank plus sparse de…