Search Results for author: Tariq Daouda

Found 3 papers, 1 papers with code

Free Probability for predicting the performance of feed-forward fully connected neural networks

no code implementations1 Nov 2021 Reda Chhaibi, Tariq Daouda, Ezechiel Kahn

We present a reliable and very fast method for computing the associated spectral densities, for given architecture and initialization.

Geodesics in fibered latent spaces: A geometric approach to learning correspondences between conditions

1 code implementation16 May 2020 Tariq Daouda, Reda Chhaibi, Prudencio Tossou, Alexandra-Chloé Villani

This work introduces a geometric framework and a novel network architecture for creating correspondences between samples of different conditions.

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