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Umeå universitet
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Huvudmenyn dold.
Personalbild Marcus Westberg

Marcus Westberg

Research interests include eXplainable AI (XAI), human-computer interaction and cognitive science.

Kontakt

E-post
marcus.westberg@umu.se

Verksam vid

Anknytning
Postdoktor vid Institutionen för datavetenskap
Plats
MIT-huset, Umeå universitet, MIT.D.443 Umeå universitet, 901 87 Umeå

Research interests include eXplainable AI (XAI), human-computer interaction and cognitive science.

Comparison of Contextual Importance and Utility with LIME and Shapley Values
Explainable and Transparent AI and Multi-Agent Systems: Third International Workshop, EXTRAAMAS 2021, Virtual Event, May 3–7, 2021, Revised Selected Papers, Springer 2021 : 39-54
Främling, Kary; Westberg, Marcus; Jullum, Martin; et al.
Assessing Explainability in Reinforcement Learning
Explainable and Transparent AI and Multi-Agent Systems: Third International Workshop on Explainable, Transparent AI and Multi-Agent Systems, EXTRAAMAS 2021, Virtual Event, May 3–7, 2021, Revised Selected Papers, Springer 2021 : 223-240
Zelvelder, Amber; Westberg, Marcus; Främling, Kary
Cognitive Perspectives on Context-based Decisions and Explanations
IJCAI-PRICAI 2020 Workshop on explainable artificial intelligence (XAI): Proceedings
Westberg, Marcus; Främling, Kary
Preserving Personal Perspectives in Coaching Technology
Culturally Sustainable Social Robotics: Proceedings of Robophilosophy 2020, IOS Press 2020 : 359-369
Westberg, Marcus; Jingar, Monika
A Historical Perspective on Cognitive Science and Its Influence on XAI Research
Explainable, Transparent Autonomous Agents and Multi-Agent Systems, Switzerland: Springer 2019 : 205-219
Westberg, Marcus; Zelvelder, Amber; Najjar, Amro
Visa publikationer i DiVA