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Single-Path NAS and the Lottery Ticket Hypothesis


Sam Witteveen and I started the TensorFlow and Deep Learning Singapore group on MeetUp in February 2017, and the twenty-fifth MeetUp, aka TensorFlow and Deep Learning : AutoML, was again hosted by Google Singapore.

My talk was titled "Single Path NAS and the Lottery Ticket Hypothesis", and was intended to introduce a few pieces of research - starting with the Single Path NAS paper, and touching on the Lottery Ticket Hypothesis work (winner of best paper at ICLR 2019, and follow-on work by Uber).

Timothy Liu talked about the Keras AutoML module; Sam talked about hyperparameter search algorithms; and Olzhas described the RL methods behind OpenAI's recente DOTA success.

The slides for my talk are here :

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If there are any questions about the presentation please ask below, or contact me using the details given on the slides themselves.

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