Implicit Bias of Gradient Descent on Linear Convolutional Networks

Suriya Gunasekar, Jason D. Lee, Daniel Soudry, Nati Srebro. Implicit Bias of Gradient Descent on Linear Convolutional Networks. 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 9482-9491, 2018. [doi]

Authors

Suriya Gunasekar

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Jason D. Lee

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Daniel Soudry

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Nati Srebro

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