Concepedia

Niki Kilbertus

NK

18

Publications

964

Citations

14

H-Index

2017

Active since

Affiliations

Max Planck Institute for Intelligent Systems(Current)

Max Planck Society

University of Cambridge

Helmholtz Zentrum München

Technical University of Munich

Niki Kilbertus is an author at Max Planck Institute for Intelligent Systems specializing in engineering, machine learning, and data science.

Top concepts

EngineeringMachine LearningData ScienceStatisticsCausal InferenceAlgorithmic FairnessComputer ScienceBiasDeep LearningPublic Health

Publications per year

2017–2025

18

Publications

18

Causal machine learning for predicting treatment outcomes

Stefan Feuerriegel, Dennis Frauen, Valentyn Melnychuk et al. · Nature Medicine · 2024 · 208 citations · Full text

Predictive Analytics, Treatment Effect, Outcomes Research +6

Avoiding Discrimination through Causal Reasoning

Niki Kilbertus, Mateo Rojas-Carulla, Giambattista Parascandolo et al. · arXiv (Cornell University) · 2017 · 178 citations · Full text

Engineering, Machine Learning, Discrimination +17

Convolutional neural networks: A magic bullet for gravitational-wave detection?

Timothy D. Gebhard, Niki Kilbertus, I. W. Harry et al. · Physical review. D/Physical review. D. · 2019 · 150 citations · Full text

Engineering, Machine Learning, Black Holes +10

Learning Independent Causal Mechanisms

Giambattista Parascandolo, Niki Kilbertus, Mateo Rojas-Carulla et al. · MPG.PuRe (Max Planck Society) · 2018 · 83 citations

Artificial Intelligence, Engineering, Machine Learning +20

Blind Justice: Fairness with Encrypted Sensitive Attributes

Niki Kilbertus · PolyPublie (École Polytechnique de Montréal) · 2025 · 62 citations · Full text

Artificial Intelligence, Privacy Protection, Engineering +19

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