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deep linear neural network

4 papers

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Co-occurring keywords · papers mentioning both

deep linear network (2) linear neural network (2) curvature correction (1) global minimizer (1) width requirement (1) overparametrized model (1) second-order analysis (1) momentum gradient descent (1) critical point (1) saddle point (1)

Papers

The Loss Landscape of Deep Linear Neural Networks: a Second-order Analysis JMLR 2024 The Implicit Regularization of Momentum Gradient Descent in Overparametrized Models AAAI 2023 Curvature-corrected learning dynamics in deep neural networks ICML 2020 Width Provably Matters in Optimization for Deep Linear Neural Networks ICML 2019