Uniform Convergence of Gradients for Non-Convex Learning and Optimization

Dylan J. Foster, Ayush Sekhari, Karthik Sridharan. Uniform Convergence of Gradients for Non-Convex Learning and Optimization. In Samy Bengio, Hanna M. Wallach, Hugo Larochelle, Kristen Grauman, Nicolò Cesa-Bianchi, Roman Garnett, editors, Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, NeurIPS 2018, 3-8 December 2018, Montréal, Canada. pages 8759-8770, 2018. [doi]

Authors

Dylan J. Foster

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Ayush Sekhari

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Karthik Sridharan

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