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Fernando Lucatelli Nunes

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Freely generated categorical structures and automatic differentiation

Automatic differentiation (AD) transforms programs into programs that compute derivatives and is a central tool in scientific computing, machine learning and optimisation. Extending AD to expressive programming languages raises a fundamental question: how can differentiation accommodate higher-order functions, rich dat...

Fernando Lucatelli Nunes · 0 citations