conftrace_

free probability

4 papers

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Co-occurring keywords

neural network initialization (33) free probability theory (4) spectral density (13) gaussian measurement (2) spectral universality (1) jacobian spectrum (1) network depth (29) dynamical isometry (8) singular value (17) edge of chao (5)

Papers

Free Probability for predicting the performance of feed-forward fully connected neural networks NIPS 2022
Dynamical Isometry is Achieved in Residual Networks in a Universal Way for any Activation Function AISTATS 2019
The emergence of spectral universality in deep networks AISTATS 2018
Fundamental Limits of Weak Recovery with Applications to Phase Retrieval COLT 2018