- Published on
Single-Path NAS and the Lottery Ticket Hypothesis
- Authors
- Name
- Martin Andrews
- @mdda123
Presentation Link
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 :
![Presentation Screenshot](/_next/image?url=%2Fstatic%2Fimages%2Fblog%2F2019-05-30_TFandDL_SinglePathNAS_600x390.png&w=1200&q=75)
If there are any questions about the presentation please ask below, or contact me using the details given on the slides themselves.
![Presentation Content Example](/_next/image?url=%2Fstatic%2Fimages%2Fblog%2F2019-05-30_TFandDL_SinglePathNAS_6-2_600x390.png&w=1200&q=75)