77 citations · 157 across the 35 of their papers we have counts for
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stat.ML2021★ 2 cited
Free Probability for predicting the performance of feed-forward fully connected neural networks
Reda Chhaibi, Tariq Daouda, Ezechiel Kahn
Gradient descent during the learning process of a neural network can be subject to many instabilities. The spectral density of the Jacobian is a key component for analyzing stabili…
math.PR2021★ 10 cited
Emergence of jumps in quantum trajectories via homogeneization
Tristan Benoist, Cédric Bernardin, Raphaël Chetrite +3
In the strong noise regime, we study the homogeneization of quantum trajectories i.e. stochastic processes appearing in the context of quantum measurement. When the generator of th…