Antonia Karra

According to our database, Antonia Karra authored at least 5 papers in 2025.

Collaborative distances:

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

2025

How Much Does Cluster Fairness Cost? A Counterfactual-Based Approach.

Antonia Karra, Georgios Vardakas, Evaggelia Pitoura, Aristidis Likas

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2025

Linkage Criteria for Agglomerative Clustering Based on Counterfactual Distances.

Georgios Vardakas, Antonia Karra, Evaggelia Pitoura, Aristidis Likas

Proceedings of the 16th International Conference on Information, 2025

Counterfactual Explanations for k-Means and Gaussian Clustering.

Georgios Vardakas, Antonia Karra, Evaggelia Pitoura, Aristidis Likas

Proceedings of the 37th IEEE International Conference on Tools with Artificial Intelligence, 2025

Evaluating Clustering Quality in Centroid-Based Clustering Using Counterfactual Distances.

Georgios Vardakas, Antonia Karra, Evaggelia Pitoura, Aristidis Likas

Proceedings of the Discovery Science - 28th International Conference, 2025

Generating Counterfactual Explanations for Clustering Models Based on Their Equivalence to Classification Models.

Antonia Karra, Georgios Vardakas, Evaggelia Pitoura, Aristidis Likas

Proceedings of the Artificial Intelligence Applications and Innovations, 2025