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network width

29 papers

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neural network (9) network depth (8) model compression (6) function approximation (4) continual learning (4) neural network architecture (4) relu network (3) activation function (3) deep neural network (3) neural network optimization (3)

Papers

The Effect of Network Width on Stochastic Gradient Descent and Generalization: an Empirical Study ICML 2019 The Normalization Method for Alleviating Pathological Sharpness in Wide Neural Networks NeurIPS 2019 Bounds on the Approximation Power of Feedforward Neural Networks ICML 2018 Neural Networks Should Be Wide Enough to Learn Disconnected Decision Regions ICML 2018