Archive for June, 2012

Functional Programming and Automatic Differentiation: PhD Studentships, Postdoctoral Positions

Monday, June 11th, 2012

Seeking PhD students and postdocs interested in an elegant combination of functional programming and big-iron style numeric computing.

Functional Programming and Automatic Differentiation

PhD Studentships
Postdoctoral Positions

We are adding exact first-class derivative calculation operators (Automatic Differentiation or AD) to the lambda calculus, and embodying the combination in a production-quality optimising compiler. Our research prototype compiler generates object code competitive with the fastest current systems, which are based on FORTRAN. We are seeking PhD students and postdocs with interest and experience in relevant areas, such as programming language theory, numeric computing, machine learning, numeric linear algebra, differential geometry; and a burning drive to help lift big iron numeric computing out of the 1960s and into a newer higher order. Specific sub-projects include: compiler and numeric programming environment construction; writing, simplifying, and generalising numeric and machine learning algorithms through the use of type theory and AD operators; and associated type/lambda calculus/PLT/real computation issues.

Project headquarters: Hamilton Institute, NUI Maynooth, Ireland,

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