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Niki Kilbertus

Helmholtz Zentrum München · DE
Area of research
Artificial Intelligence · Statistical and Nonlinear Physics
Research interest
Research interests include Model Reduction and Neural Networks, Explainable Artificial Intelligence (XAI), Neural Networks and Applications, and Ethics and Social Impacts of AI.
h-index
14
citations
1,070
works
84
NIH funding
primary concept
Computer science
email

Recent publications

<!--StartFragment --><span class="cf0">Numerical analysis of the causal action principle in low dimensions</span><!--EndFragment -->
Communications in Mathematical Sciences 2025cited by 0position: lastdoi
Causal machine learning for predicting treatment outcomes
Nature Medicine 2024cited by 243position: middledoi
Numerakles
2019cited by 0position: lastdoi
Quod erat knobelandum
2016cited by 2position: lastdoi
Ist doch logisch!
2016cited by 0position: lastdoi
Lösungsvorschläge zu Thema 9
2016cited by 0position: lastdoi

Grants

No grants ingested yet.

Frequent collaborators

Clara Löh · University of Regensburg2 papers (2016–2019)Valentyn Melnychuk · Ludwig-Maximilians-Universität München1 papers (2024–2024)Mihaela van der Schaar · Bridge University1 papers (2024–2024)Stefan Bauer · Iomedico (Germany)1 papers (2024–2024)Robert H. Jonsson · University of Waterloo1 papers (2025–2025)Theresa Stoiber · University of Regensburg1 papers (2016–2016)Konstantin Heß · Ludwig-Maximilians-Universität München1 papers (2024–2024)Dennis Frauen · Ludwig-Maximilians-Universität München1 papers (2024–2024)Felix Finster · University of Regensburg1 papers (2025–2025)Jonas Schweisthal · LMU Klinikum1 papers (2024–2024)Theresa Stoiber · University of Regensburg1 papers (2016–2016)Isaac S. Kohane · Harvard University1 papers (2024–2024)Stefan Krauß · University of Regensburg1 papers (2016–2016)Alicia Curth · University of Cambridge1 papers (2024–2024)