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cs.LG2019★ 11 cited
Towards modular and programmable architecture search
Renato Negrinho, Darshan Patil, Nghia Le +3
Neural architecture search methods are able to find high performance deep learning architectures with minimal effort from an expert. However, current systems focus on specific use-…
cs.LG2017
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…