Rafael Poyiadzi

Equitable Ability Estimation in Neurodivergent Student Populations with Zero-Inflated Learner Models

Anat Elhalal, Niall Twomey, Sara J McMullan, 2022, EDM.

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

Peter A. Flach, Kacper Sokol, Alexander Hepburn, 2020, J. Open Source Softw..

Understanding surrogate explanations: the interplay between complexity, fidelity and coverage pdf

Xavier Renard, Thibault Laugel, Raul Santos-Rodriguez, 2021, ArXiv.

Uncertainty Quantification of Surrogate Explanations: an Ordinal Consensus Approach pdf

Rafael Poyiadzi, Raul Santos-Rodriguez, Jonas Schulz, 2021, NLDL.

FACE: Feasible and Actionable Counterfactual Explanations

Peter A. Flach, T. D. Bie, Raúl Santos-Rodríguez, 2019, AIES.

Statistical Hypothesis Testing for Class-Conditional Label Noise pdf

Niall Twomey, Weisong Yang, Raul Santos-Rodriguez, 2021, ArXiv.

Hypothesis Testing for Class-Conditional Label Noise

Niall Twomey, Weisong Yang, Raul Santos-Rodriguez, 2021, ECML/PKDD.

The Weak Supervision Landscape

Peter A. Flach, Jesús Cid-Sueiro, Raúl Santos-Rodríguez, 2022, 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops).

Domain Generalisation for Apparent Emotional Facial Expression Recognition across Age-Groups pdf

Maja Pantic, Stavros Petridis, Jie Shen, 2021, ArXiv.

The Use of Home-Based Behaviours for Detecting Early Dementia: Protocol for the CUBOId Study

Daniel P. Kumpik, J. Selwood, Raúl Santos-Rodríguez, 2024, medRxiv.

RAmBLA: A Framework for Evaluating the Reliability of LLMs as Assistants in the Biomedical Domain

Rafael Poyiadzi, William James Bolton, Edward R. Morrell, 2024, 2403.14578.

Ordinal Regression as Structured Classification pdf

Niall Twomey, Raúl Santos-Rodríguez, Rafael Poyiadzi, 2019, ArXiv.