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 :
If there are any questions about the presentation please ask below, or contact me using the details given on the slides themselves.
- Presentation (65)
- TensorFlow (48)
- AutoML (2)
- NAS (1)
- Neural Architecture Search (1)
- Lottery Ticket Hypothesis (1)
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