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Daniel Lundström
Publication Activity (10 Years)
Years Active: 2009-2023
Publications (10 Years): 6
Top Topics
Deep Learning
Top Venues
CoRR
ICML
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Publications
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Daniel Lundström
,
Meisam Razaviyayn
A Unifying Framework to the Analysis of Interaction Methods using Synergy Functions.
ICML
(2023)
Daniel Lundström
,
Meisam Razaviyayn
Distributing Synergy Functions: Unifying Game-Theoretic Interaction Methods for Machine-Learning Explainability.
CoRR
(2023)
Daniel Lundström
,
Meisam Razaviyayn
Four Axiomatic Characterizations of the Integrated Gradients Attribution Method.
CoRR
(2023)
Daniel Lundström
,
Alexander Huyen
,
Arya Mevada
,
Kyongsik Yun
,
Thomas Lu
Explainability Tools Enabling Deep Learning in Future In-Situ Real-Time Planetary Explorations.
CoRR
(2022)
Daniel Lundström
,
Tianjian Huang
,
Meisam Razaviyayn
A Rigorous Study of Integrated Gradients Method and Extensions to Internal Neuron Attributions.
CoRR
(2022)
Daniel Lundström
,
Tianjian Huang
,
Meisam Razaviyayn
A Rigorous Study of Integrated Gradients Method and Extensions to Internal Neuron Attributions.
ICML
(2022)
Lars Hanson
,
Dan Högberg
,
Daniel Lundström
,
Maria Wårell
Application of Human Modelling in Health Care Industry.
HCI (11)
(2009)