An Opinionated Introduction to AutoML and Neural Architecture Search

This is part 2 in a series. Check out part 1 here and part 3 here. Researchers from CMU and DeepMind recently released an interesting new paper, called Differentiable Architecture Search (DARTS), offering an alternative approach to neural architecture search, a very hot area of machine learning right now. Neural architecture search has been heavily hyped in the last year, with Google’s CEO Sundar Pichai and Google’s Head of AI Jeff Dean promoting the idea that neural architecture search and the ...

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