Search Results for author: Michael Innes

Found 2 papers, 2 papers with code

Fashionable Modelling with Flux

2 code implementations1 Nov 2018 Michael Innes, Elliot Saba, Keno Fischer, Dhairya Gandhi, Marco Concetto Rudilosso, Neethu Mariya Joy, Tejan Karmali, Avik Pal, Viral Shah

Machine learning as a discipline has seen an incredible surge of interest in recent years due in large part to a perfect storm of new theory, superior tooling, renewed interest in its capabilities.

BIG-bench Machine Learning

Don't Unroll Adjoint: Differentiating SSA-Form Programs

2 code implementations18 Oct 2018 Michael Innes

This paper presents reverse-mode algorithmic differentiation (AD) based on source code transformation, in particular of the Static Single Assignment (SSA) form used by modern compilers.

Programming Languages

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