Lars Holmberg

According to our database, Lars Holmberg authored at least 12 papers between 2018 and 2023.

Collaborative distances:

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

2023

Neural networks in context: challenges and opportunities : a critical inquiry into prerequisites for user trust in decisions promoted by neural networks

Lars Holmberg

PhD thesis, 2023

Mapping Knowledge Representations to Concepts: A Review and New Perspectives.

Lars Holmberg, Paul Davidsson, Per Linde

CoRR, 2023

"When Can I Trust It?" Contextualising Explainability Methods for Classifiers.

Lars Holmberg

Proceedings of the 8th International Conference on Machine Learning Technologies, 2023

2022

Population-based estimates of age and comorbidity specific life expectancy: a first application in Swedish males.

Mieke Van Hemelrijck, Eugenio Ventimiglia, David Robinson, Rolf Gedeborg, Lars Holmberg, Pär Stattin, Hans Garmo

BMC Medical Informatics Decis. Mak., 2022

Towards Benchmarking Explainable Artificial Intelligence Methods.

Lars Holmberg

CoRR, 2022

More Sanity Checks for Saliency Maps.

Lars Holmberg, Carl Johan Helgstrand, Niklas Hultin

Proceedings of the Foundations of Intelligent Systems - 26th International Symposium, 2022

2021

The Role of Explanations in Human-Machine Learning.

Lars Holmberg, Stefan Generalao, Adam Hermansson

Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021

2020

Contextual machine teaching.

Lars Holmberg, Paul Davidsson, Carl Magnus Olsson, Per Linde

Proceedings of the 2020 IEEE International Conference on Pervasive Computing and Communications Workshops, 2020

A Feature Space Focus in Machine Teaching.

Lars Holmberg, Paul Davidsson, Per Linde

Proceedings of the 2020 IEEE International Conference on Pervasive Computing and Communications Workshops, 2020

Evaluating Interpretability in Machine Teaching.

Lars Holmberg, Paul Davidsson, Per Linde

Proceedings of the Highlights in Practical Applications of Agents, Multi-Agent Systems, and Trust-worthiness. The PAAMS Collection, 2020

The UX of Interactive Machine Learning.

Maliheh Ghajargar, Jan A. Persson, Jeffrey Bardzell, Lars Holmberg, Agnes Tegen

Proceedings of the NordiCHI '20: Shaping Experiences, 2020

2018

Human-Technology Relations in a Machine Learning Based Commuter App.

Lars Holmberg

Proceedings of the Workshop on Interactive Adaptive Learning co-located with European Conference on Machine Learning (ECML 2018) and Principles and Practice of Knowledge Discovery in Databases (PKDD 2018), 2018