- Blog on NAS by Lilian Weng
- Review Paper on Neural Architecture Search: A Survey, 26 Apr 2019 by Thomas Elsken, Jan Hendrik Metzen, Frank Hutter
- Microsoft Research - Directions in ML: Algorithmic foundations of neural architecture search by Ameet Talwalkar
- Basics on NAS - AICamp Webinar, Slides
- Blog on Bayesian Optimization for Neural Architecture Search
- Blog 1 & 2 on Gaussian Processes
- Paper on DARTS
- Blog explaining DARTS
- Separable Convolutions
- Hessian Matrix in RobustDART by Stanford.
- Hessian Matrix explained by IITH.
- Regularization - Need and Use, Blog by Sebastian Raschka