Tootfinder

Open Webinar IIP – Martedì 15 aprile 2025 – DATA! La privacy è un gioco da ragazzi?
https://www.istitutoitalianoprivacy.it/2025/04/09/open-webinar-iip-martedi-15-aprile-2025-data-la-privacy-e-un-gioco-…

A Common Interface for Automatic Differentiation
Guillaume Dalle, Adrian Hill
https://arxiv.org/abs/2505.05542 https://arxiv.org/pdf/…

A Common Interface for Automatic Differentiation
For scientific machine learning tasks with a lot of custom code, picking the right Automatic Differentiation (AD) system matters. Our Julia package DifferentiationInterface.jl provides a common frontend to a dozen AD backends, unlocking easy comparison and modular development. In particular, its built-in preparation mechanism leverages the strengths of each backend by amortizing one-time computations. This is key to enabling sophisticated features like sparsity handling without putting addition…