Daniel Lundström

According to our database, Daniel Lundström authored at least 6 papers between 2009 and 2025.

Collaborative distances:

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

2025

Four Axiomatic Characterizations of the Integrated Gradients Attribution Method.

Daniel Lundström, Meisam Razaviyayn

J. Mach. Learn. Res., 2025

2023

Distributing Synergy Functions: Unifying Game-Theoretic Interaction Methods for Machine-Learning Explainability.

Daniel Lundström, Meisam Razaviyayn

CoRR, 2023

A Unifying Framework to the Analysis of Interaction Methods using Synergy Functions.

Daniel Lundström, Meisam Razaviyayn

Proceedings of the International Conference on Machine Learning, 2023

2022

Explainability Tools Enabling Deep Learning in Future In-Situ Real-Time Planetary Explorations.

Daniel Lundström, Alexander Huyen, Arya Mevada, Kyongsik Yun, Thomas Lu

CoRR, 2022

A Rigorous Study of Integrated Gradients Method and Extensions to Internal Neuron Attributions.

Daniel Lundström, Tianjian Huang, Meisam Razaviyayn

Proceedings of the International Conference on Machine Learning, 2022

2009

Application of Human Modelling in Health Care Industry.

Lars Hanson, Dan Högberg, Daniel Lundström, Maria Wårell

Proceedings of the Digital Human Modeling, 2009