Ordinal Label Proportions von Poyiadzi, Rafael, Santos-Rodríguez, Raúl, De Bie, Tijl

Volltext

Hypothesis Testing for Class-Conditional Label Noise von Poyiadzi, Rafael, Yang, Weisong, Twomey, Niall, Santos-Rodriguez, Raul

Volltext

FAT Forensics: A Python Toolbox for Implementing and Deploying Fairness, Accountability and Transparency Algorithms in Predictive Systems von Sokol, Kacper, Hepburn, Alexander, Poyiadzi, Rafael, Clifford, Matthew, Santos-Rodriguez, Raul, Flach, Peter

Volltext

Hypothesis Testing for Class-Conditional Noise Using Local Maximum Likelihood von Yang, Weisong, Poyiadzi, Rafael, Twomey, Niall, Rodriguez, Raul Santos

Volltext bestellen

Uncertainty Quantification of Surrogate Explanations: an Ordinal Consensus Approach von Schulz, Jonas, Poyiadzi, Rafael, Santos-Rodriguez, Raul

Volltext bestellen

RAmBLA: A Framework for Evaluating the Reliability of LLMs as Assistants in the Biomedical Domain von Bolton, William James, Poyiadzi, Rafael, Morrell, Edward R, Bueno, Gabriela van Bergen Gonzalez, Goetz, Lea

Volltext bestellen

Equitable Ability Estimation in Neurodivergent Student Populations with Zero-Inflated Learner Models von Twomey, Niall, McMullan, Sarah, Elhalal, Anat, Poyiadzi, Rafael, Vaquero, Luis

Volltext bestellen

Domain Generalisation for Apparent Emotional Facial Expression Recognition across Age-Groups von Poyiadzi, Rafael, Shen, Jie, Petridis, Stavros, Wang, Yujiang, Pantic, Maja

Volltext bestellen

Hypothesis Testing for Class-Conditional Label Noise von Poyiadzi, Rafael, Yang, Weisong, Twomey, Niall, Santos-Rodriguez, Raul

Volltext bestellen

FAT Forensics: A Python Toolbox for Implementing and Deploying Fairness, Accountability and Transparency Algorithms in Predictive Systems von Sokol, Kacper, Hepburn, Alexander, Poyiadzi, Rafael, Clifford, Matthew, Santos-Rodriguez, Raul, Flach, Peter

Volltext

The Weak Supervision Landscape von Poyiadzi, Rafael, Bacaicoa-Barber, Daniel, Cid-Sueiro, Jesus, Perello-Nieto, Miquel, Flach, Peter, Santos-Rodriguez, Raul

Volltext bestellen

Label Propagation for Learning with Label Proportions von Poyiadzi, Rafael, Santos-Rodriguez, Raul, Twomey, Niall

Volltext bestellen

Hypothesis Testing for Class-Conditional Noise Using Local Maximum Likelihood von Yang, Weisong, Poyiadzi, Rafael, Twomey, Niall, Raul Santos Rodriguez

Volltext

Understanding surrogate explanations: the interplay between complexity, fidelity and coverage von Poyiadzi, Rafael, Renard, Xavier, Laugel, Thibault, Santos-Rodriguez, Raul, Detyniecki, Marcin

Volltext bestellen

On the overlooked issue of defining explanation objectives for local-surrogate explainers von Poyiadzi, Rafael, Renard, Xavier, Laugel, Thibault, Santos-Rodriguez, Raul, Detyniecki, Marcin

Volltext bestellen

Uncertainty Quantification of Surrogate Explanations: an Ordinal Consensus Approach von Schulz, Jonas, Poyiadzi, Rafael, Santos-Rodriguez, Raul

Volltext

Ordinal Regression as Structured Classification von Twomey, Niall, Poyiadzi, Rafael, Mann, Callum, Santos-Rodríguez, Raúl

Volltext bestellen

RAmBLA: A Framework for Evaluating the Reliability of LLMs as Assistants in the Biomedical Domain von Bolton, William James, Poyiadzi, Rafael, Morrell, Edward R, Gabriela van Bergen Gonzalez Bueno, Goetz, Lea

Volltext

FACE: Feasible and Actionable Counterfactual Explanations von Poyiadzi, Rafael, Sokol, Kacper, Santos-Rodriguez, Raul, De Bie, Tijl, Flach, Peter

Volltext

Equitable Ability Estimation in Neurodivergent Student Populations with Zero-Inflated Learner Models von Twomey, Niall, McMullan, Sarah, Elhalal, Anat, Poyiadzi, Rafael, Vaquero, Luis

Volltext