1 code implementation • 28 Dec 2021 • Miroslav Fil, Munib Mesinovic, Matthew Morris, Jonas Wildberger
$\beta$-VAE is a follow-up technique to variational autoencoders that proposes special weighting of the KL divergence term in the VAE loss to obtain disentangled representations.
no code implementations • 24 Dec 2021 • Miroslav Fil, Binxin Ru, Clare Lyle, Yarin Gal
The success of neural architecture search (NAS) has historically been limited by excessive compute requirements.
no code implementations • 2 Oct 2020 • Miroslav Fil
Pairs trading is a strategy based on exploiting mean reversion in prices of securities.
2 code implementations • NeurIPS 2021 • Binxin Ru, Clare Lyle, Lisa Schut, Miroslav Fil, Mark van der Wilk, Yarin Gal
Reliable yet efficient evaluation of generalisation performance of a proposed architecture is crucial to the success of neural architecture search (NAS).