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cs.LG2019
Implicit Deep Learning
Laurent El Ghaoui, Fangda Gu, Bertrand Travacca +2
Implicit deep learning prediction rules generalize the recursive rules of feedforward neural networks. Such rules are based on the solution of a fixed-point equation involving a si…
cs.LG2019★ 4 cited
Naive Feature Selection: a Nearly Tight Convex Relaxation for Sparse Naive Bayes
Armin Askari, Alexandre d'Aspremont, Laurent El Ghaoui
Due to its linear complexity, naive Bayes classification remains an attractive supervised learning method, especially in very large-scale settings. We propose a sparse version of n…