Matthew Clifford

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 5

Top Topics

Computationally Efficient

Machine Learning

Top Venues

J. Open Source Softw.

Publications

Matthew Clifford, Jonathan Erskine, Alexander Hepburn, Raúl Santos-Rodríguez, Dario García-García
Learning Confidence Bounds for Classification with Imbalanced Data. CoRR (2024)
Jonathan Erskine, Matthew Clifford, Alexander Hepburn, Raúl Santos-Rodríguez
An Interactive Human-Machine Learning Interface for Collecting and Learning from Complex Annotations. CoRR (2024)
Matthew Clifford, Jonathan Erskine, Alexander Hepburn, Peter A. Flach, Raúl Santos-Rodríguez
Reconciling Training and Evaluation Objectives in Location Agnostic Surrogate Explainers. CIKM (2023)
Kacper Sokol, Alexander Hepburn, Rafael Poyiadzi, Matthew Clifford, Raúl Santos-Rodríguez, Peter A. Flach
FAT Forensics: A Python Toolbox for Implementing and Deploying Fairness, Accountability and Transparency Algorithms in Predictive Systems. CoRR (2022)
Kacper Sokol, Alexander Hepburn, Rafael Poyiadzi, Matthew Clifford, Raúl Santos-Rodríguez, Peter A. Flach
FAT Forensics: A Python Toolbox for Implementing and Deploying Fairness, Accountability and Transparency Algorithms in Predictive Systems. J. Open Source Softw. 5 (49) (2020)