EsterHlav / Dynamical-Isometry-from-Orthogonality-Neural-Nets

Mathematical consequences of orthogonal weights initialization and regularization in deep learning. Experiments with gain-adjusted orthogonal regularizer on RNNs with SeqMNIST dataset.

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