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Navigating the Trade-Off between Multi-Task Learning and Learning to Multitask in Deep Neural Networks

Jul 20, 2020
Sachin Ravi, Sebastian Musslick, Maia Hamin, Theodore L. Willke, Jonathan D. Cohen

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Privacy-preserving Learning via Deep Net Pruning

Mar 04, 2020
Yangsibo Huang, Yushan Su, Sachin Ravi, Zhao Song, Sanjeev Arora, Kai Li

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Meta-Learning for Semi-Supervised Few-Shot Classification

Mar 02, 2018
Mengye Ren, Eleni Triantafillou, Sachin Ravi, Jake Snell, Kevin Swersky, Joshua B. Tenenbaum, Hugo Larochelle, Richard S. Zemel

* Published as a conference paper at ICLR 2018. 15 pages 

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Learning the Dimensionality of Word Embeddings

Apr 13, 2017
Eric Nalisnick, Sachin Ravi

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