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conftrace_

random initialization

34 papers

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RI

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gradient descent (10) neural network (5) network pruning (4) non-convex optimization (4) lottery ticket hypothesis (4) relu network (3) convolutional neural network (3) convergence analysis (3) kernel methods (2) vanishing gradient (2)

Papers

Learning a Single Neuron with Gradient Methods COLT 2020 Sanity-Checking Pruning Methods: Random Tickets can Win the Jackpot NeurIPS 2020 The interplay between randomness and structure during learning in RNNs NeurIPS 2020 Blind Demixing via Wirtinger Flow with Random Initialization AISTATS 2019 Fine-Grained Analysis of Optimization and Generalization for Overparameterized Two-Layer Neural Networks ICML 2019 Rethinking ImageNet Pre-Training ICCV 2019 Which Neural Net Architectures Give Rise to Exploding and Vanishing Gradients? NeurIPS 2018 Gradient Descent Only Converges to Minimizers COLT 2016 Toward Deeper Understanding of Neural Networks: The Power of Initialization and a Dual View on Expressivity NeurIPS 2016