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generalization gap

59 papers

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Co-occurring keywords · papers mentioning both

stochastic gradient descent (8) neural network optimization (7) generalization bound (6) neural network (5) deep neural network (4) adversarial training (4) adversarial robustness (4) reinforcement learning (4) learning theory (4) flat minima (3)

Papers

Understanding Why Neural Networks Generalize Well Through GSNR of Parameters ICLR 2020 Adaptive Gradient Methods with Dynamic Bound of Learning Rate ICLR 2019 A Refined Margin Distribution Analysis for Forest Representation Learning NeurIPS 2019 Generalization in Generative Adversarial Networks: A Novel Perspective from Privacy Protection NeurIPS 2019 Learning Optimal Linear Regularizers ICML 2019 On the Generalization Gap in Reparameterizable Reinforcement Learning ICML 2019 Predicting the Generalization Gap in Deep Networks with Margin Distributions ICLR 2019 Hessian-based Analysis of Large Batch Training and Robustness to Adversaries NeurIPS 2018 Train longer, generalize better: closing the generalization gap in large batch training of neural networks NeurIPS 2017