Matthew Clifford

According to our database, Matthew Clifford authored at least 5 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

An Interactive Human-Machine Learning Interface for Collecting and Learning from Complex Annotations.

Jonathan Erskine, Matthew Clifford, Alexander Hepburn, Raúl Santos-Rodríguez

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Learning Confidence Bounds for Classification with Imbalanced Data.

Matthew Clifford, Jonathan Erskine, Alexander Hepburn, Raúl Santos-Rodríguez, Dario García-García

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

2023

Reconciling Training and Evaluation Objectives in Location Agnostic Surrogate Explainers.

Matthew Clifford, Jonathan Erskine, Alexander Hepburn, Peter A. Flach, Raúl Santos-Rodríguez

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

2020

FAT Forensics: A Python Toolbox for Implementing and Deploying Fairness, Accountability and Transparency Algorithms in Predictive Systems.

Kacper Sokol, Alexander Hepburn, Rafael Poyiadzi, Matthew Clifford, Raúl Santos-Rodríguez, Peter A. Flach

Dataset, May, 2020

FAT Forensics: A Python Toolbox for Implementing and Deploying Fairness, Accountability and Transparency Algorithms in Predictive Systems.

Kacper Sokol, Alexander Hepburn, Rafael Poyiadzi, Matthew Clifford, Raúl Santos-Rodríguez, Peter A. Flach

J. Open Source Softw., 2020