Search Results for author: Scott Yak

Found 3 papers, 2 papers with code

Towards Task and Architecture-Independent Generalization Gap Predictors

1 code implementation4 Jun 2019 Scott Yak, Javier Gonzalvo, Hanna Mazzawi

We also show results for architecture-independent, task-independent, and out-of-distribution generalization gap prediction tasks.

Out-of-Distribution Generalization

AdaNet: A Scalable and Flexible Framework for Automatically Learning Ensembles

1 code implementation30 Apr 2019 Charles Weill, Javier Gonzalvo, Vitaly Kuznetsov, Scott Yang, Scott Yak, Hanna Mazzawi, Eugen Hotaj, Ghassen Jerfel, Vladimir Macko, Ben Adlam, Mehryar Mohri, Corinna Cortes

AdaNet is a lightweight TensorFlow-based (Abadi et al., 2015) framework for automatically learning high-quality ensembles with minimal expert intervention.

Neural Architecture Search

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