Search Results for author: Arno Pauly

Found 3 papers, 0 papers with code

A Computability Perspective on (Verified) Machine Learning

no code implementations12 Feb 2021 Tonicha Crook, Jay Morgan, Arno Pauly, Markus Roggenbach

There is a strong consensus that combining the versatility of machine learning with the assurances given by formal verification is highly desirable.

BIG-bench Machine Learning

Adaptive Neighbourhoods for the Discovery of Adversarial Examples

no code implementations22 Jan 2021 Jay Morgan, Adeline Paiement, Arno Pauly, Monika Seisenberger

Deep Neural Networks (DNNs) have often supplied state-of-the-art results in pattern recognition tasks.

Finding descending sequences through ill-founded linear orders

no code implementations8 Oct 2020 Jun Le Goh, Arno Pauly, Manlio Valenti

In this work we investigate the Weihrauch degree of the problem $\mathsf{DS}$ of finding an infinite descending sequence through a given ill-founded linear order, which is shared by the problem $\mathsf{BS}$ of finding a bad sequence through a given non-well quasi-order.

Logic Logic in Computer Science Combinatorics 03D30 03D78 06A75

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