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uniform stability

29 papers

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Co-occurring keywords · papers mentioning both

generalization bound (16) algorithmic stability (8) stochastic gradient descent (8) generalization error (5) learning theory (4) adversarial training (3) differential privacy (3) langevin diffusion (2) robust overfitting (2) risk bound (2)

Papers

A Unified Analysis of Stochastic Momentum Methods for Deep Learning IJCAI 2018 Generalization Bounds for Uniformly Stable Algorithms NeurIPS 2018 Supervised autoencoders: Improving generalization performance with unsupervised regularizers NeurIPS 2018 Stable Learning in Coding Space for Multi-Class Decoding and Its Extension for Multi-Class Hypothesis Transfer Learning CVPR 2014