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Behnam Neyshabur

12

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382

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A PAC-Bayesian Approach to Spectrally-Normalized Margin Bounds for Neural Networks

2018 ICLR | International Conference on Learning Representations
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Stronger generalization bounds for deep nets via a compression approach.

2018 arXiv: Learning
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Exploring Generalization in Deep Learning

2017 arXiv: Learning
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Global Optimality of Local Search for Low Rank Matrix Recovery

2016 arXiv: Machine Learning
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Path-Normalized Optimization of Recurrent Neural Networks with ReLU Activations

2016 arXiv: Learning
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Norm-Based Capacity Control in Neural Networks

2015 arXiv: Learning
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In Search of the Real Inductive Bias: On the Role of Implicit Regularization in Deep Learning

2014 arXiv: Learning
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On Symmetric and Asymmetric LSHs for Inner Product Search

2014 arXiv: Machine Learning
- Behnam Neyshabur
- Nathan Srebro
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Citations (8)