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AutoML by Alibaba: Architecture Search, Anneal and Prune (by Lihi Zelnik-Manor, Technion and Asaf Noy, Alibaba)
May 12, 2019 @ 12:00 pm - 1:00 pm IDT
May. 12th 2019, Sun. 12:00 , Lihi Zelnik-Manor and Asaf Noy (webpage).
Technion – Israel Institute of Technology and Alibaba.
Location: Nano Building (206), Room B991.
AutoML by Alibaba: Architecture Search, Anneal and Prune
Manual network architecture search and hyper-parameter tuning of neural network based algorithms could be a very interesting task but also arduous. Automatic methods for Neural Architecture Search (NAS) target this, aiming to automate the process. In this talk, we will present novel methods developed at Alibaba DAMO Israel lab for automating NAS. With these methods, we are able to reach SotA results on various image classification datasets within 1 GPU day per dataset.