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Daniel Cunnington

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The Role of Foundation Models in Neuro-Symbolic Learning and Reasoning

Feb 02, 2024
Daniel Cunnington, Mark Law, Jorge Lobo, Alessandra Russo

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Can we Constrain Concept Bottleneck Models to Learn Semantically Meaningful Input Features?

Feb 01, 2024
Jack Furby, Daniel Cunnington, Dave Braines, Alun Preece

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Towards a Deeper Understanding of Concept Bottleneck Models Through End-to-End Explanation

Feb 07, 2023
Jack Furby, Daniel Cunnington, Dave Braines, Alun Preece

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Inductive Learning of Complex Knowledge from Raw Data

May 25, 2022
Daniel Cunnington, Mark Law, Jorge Lobo, Alessandra Russo

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FF-NSL: Feed-Forward Neural-Symbolic Learner

Jul 02, 2021
Daniel Cunnington, Mark Law, Alessandra Russo, Jorge Lobo

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NSL: Hybrid Interpretable Learning From Noisy Raw Data

Dec 09, 2020
Daniel Cunnington, Alessandra Russo, Mark Law, Jorge Lobo, Lance Kaplan

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Synthetic Ground Truth Generation for Evaluating Generative Policy Models

Apr 26, 2019
Daniel Cunnington, Graham White, Geeth de Mel

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