10 citations · 13 across the 5 of their papers we have counts for
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stat.ML2023
Scaling Deep Networks with the Mesh Adaptive Direct Search algorithm
Dounia Lakhmiri, Mahdi Zolnouri, Vahid Partovi Nia +2
Deep neural networks are getting larger. Their implementation on edge and IoT devices becomes more challenging and moved the community to design lighter versions with similar perfo…
stat.ML2022
A Stochastic Proximal Method for Nonsmooth Regularized Finite Sum Optimization
Dounia Lakhmiri, Dominique Orban, Andrea Lodi
We consider the problem of training a deep neural network with nonsmooth regularization to retrieve a sparse and efficient sub-structure. Our regularizer is only assumed to be lowe…