139 citations · 164 across the 4 of their papers we have counts for
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stat.ML2017★ 139 cited
DeepArchitect: Automatically Designing and Training Deep Architectures
Renato Negrinho, Geoff Gordon
In deep learning, performance is strongly affected by the choice of architecture and hyperparameters. While there has been extensive work on automatic hyperparameter optimization f…
cs.LG2017★ 8 cited
Efficient Multitask Feature and Relationship Learning
Han Zhao, Otilia Stretcu, Alex Smola +1
We consider a multitask learning problem, in which several predictors are learned jointly. Prior research has shown that learning the relations between tasks, and between the input…