Self-Tuning Networks: Bilevel Optimization of Hyperparameters using Structured Best-Response Functions

Matthew Mackay, Paul Vicol, Jonathan Lorraine, David Duvenaud, Roger B. Grosse. Self-Tuning Networks: Bilevel Optimization of Hyperparameters using Structured Best-Response Functions. In 7th International Conference on Learning Representations, ICLR 2019, New Orleans, LA, USA, May 6-9, 2019. OpenReview.net, 2019. [doi]

Authors

Matthew Mackay

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Paul Vicol

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Jonathan Lorraine

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David Duvenaud

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Roger B. Grosse

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