Brigt Arve Toppe Håvardstun

According to our database, Brigt Arve Toppe Håvardstun authored at least 6 papers between 2023 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

When Redundancy Matters: Machine Teaching of Representations.

Cèsar Ferri, Darío Garigliotti, Brigt Arve Toppe Håvardstun, José Hernández-Orallo, Jan Arne Telle

CoRR, 2024

XAI for Time Series Classification: Evaluating the Benefits of Model Inspection for End-Users.

Brigt Arve Toppe Håvardstun, Cèsar Ferri, Kristian Flikka, Jan Arne Telle

Proceedings of the Explainable Artificial Intelligence, 2024

Optimal Robust Simplifications for Explaining Time Series Classifications.

Jan Arne Telle, Cèsar Ferri, Brigt Arve Toppe Håvardstun

Proceedings of the Workshop on Explainable AI for Time Series and Data Streams (TempXAI 2024) co-located with The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2024), 2024

An Interactive Tool for Interpretability of Time Series Classification.

Brigt Arve Toppe Håvardstun, Cèsar Ferri, Jan Arne Telle

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track and Demo Track, 2024

On a Combinatorial Problem Arising in Machine Teaching.

Joakim Sunde, Brigt Arve Toppe Håvardstun, Jan Kratochvíl, Jan Arne Telle

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

XAI with Machine Teaching When Humans Are (Not) Informed About the Irrelevant Features.

Brigt Arve Toppe Håvardstun, Cèsar Ferri, José Hernández-Orallo, Pekka Parviainen, Jan Arne Telle

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023