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critical point analysis

2 papers

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Co-occurring keywords · papers mentioning both

population gradient (1) mean-squared loss (1) bifurcation theory (1) critical point (1) relu network (1) linear neural network (1) weight decay regularization (1) convergence guarantee (1) gradient descent (1) optimal control (1)

Papers

An Analytical Formula of Population Gradient for two-layered ReLU network and its Applications in Convergence and Critical Point Analysis ICML 2017 How regularization affects the critical points in linear networks NeurIPS 2017