no code implementations • 25 Jan 2024 • Haixia Liu, Tim Brailsford, James Goulding, Gavin Smith, Larry Bull
This paper investigates how adjustments to deep learning architectures impact model performance in image classification.
no code implementations • 24 Jun 2021 • Nadya Bliss, Mark Briers, Alice Eckstein, James Goulding, Daniel P. Lopresti, Anjali Mazumder, Gavin Smith
Building on the kickoff Code 8. 7 conference held at the headquarters of the United Nations in February 2019, the focus for this workshop was to link the ambitious goals outlined in the A 20-Year Community Roadmap for Artificial Intelligence Research in the US (AI Roadmap) to challenges vital in achieving the UN's Sustainable Development Goal Target 8. 7, the elimination of modern slavery.
1 code implementation • NeurIPS 2020 • Gavin Smith, Roberto Mansilla, James Goulding
Variable Importance (VI) has traditionally been cast as the process of estimating each variables contribution to a predictive model's overall performance.
no code implementations • 20 Jul 2015 • Duncan Barrack, James Goulding, Keith Hopcraft, Simon Preston, Gavin Smith
To demonstrate the effectiveness of AMP, we evaluate against the real word task of clustering intermittent time-series data.