Niki Kilbertus
Niki Kilbertus publishes mostly in Artificial Intelligence, Statistics and Probability and Safety Research, on topics such as Advanced Causal Inference Techniques, Bayesian Modeling and Causal Inference and Explainable Artificial Intelligence (XAI).
- World rank
- #1,257,658 of 1,633,909 ranked researchers
- Rank in Germany
- #70,822 of 86,443
- Works
- 34
- Citations
- 45
- Citations per work
- 1.3
What does Niki Kilbertus research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence47% of their works
- 2Statistics and Probability20% of their works
- 3Safety Research7% of their works
- 4Sociology and Political Science4% of their works
- 5Molecular Biology4% of their works
- 6History2% of their works
Research topics
Which keywords describe Niki Kilbertus's research?
The keywords of their largest research topics: Causal Inference, Machine Learning, Bayesian Methods, Observational Studies, Propensity Score, Bayesian Networks, Ethics and Fairness.
- Semi-Supervised Learning
- Federated Learning
- Differential Privacy
- Active Learning
- Interpretable Models
- Fairness
- Bayesian Networks
- Observational Studies
- Machine Learning
- Causal Inference
- Bayesian Methods
- Propensity Score
- Ethics
- Graphical Models
- Machine Learning Interpretability
- Adaptive Designs
- False Discovery Rate
- Regularization
- Variable Selection
Size is their works in the topics tagged with each word, from their 8 largest topics. Each links to the topic it comes from most.
All 19 words, with their numbers
- Causal Inference72 topics
- Machine Learning73 topics
- Bayesian Methods42 topics
- Observational Studies41 topic
- Propensity Score41 topic
- Bayesian Networks31 topic
- Ethics31 topic
- Fairness31 topic
- Graphical Models31 topic
- Interpretable Models31 topic
- Machine Learning Interpretability31 topic
- Active Learning21 topic
- Adaptive Designs21 topic
- Differential Privacy21 topic
- False Discovery Rate21 topic
- Federated Learning21 topic
- Regularization21 topic
- Semi-Supervised Learning21 topic
- Variable Selection21 topic
Where does Niki Kilbertus work?
Niki Kilbertus's main affiliation in the publication record is Max Planck Institute for Intelligent Systems, Germany.
How many publications and citations does Niki Kilbertus have?
Science Explorer counts 34 works and 45 citations for Niki Kilbertus, ranking #1,257,658 of 1,633,909 researchers worldwide on the composite score.
Ranked on field-normalised excellence (50%), output (30%) and citations (20%). Counts come from OpenAlex author records, which occasionally merge different people who share a name or split one person into several.
Papers, co-authors, who cited this work and researchers on the nearest topics are in the interactive view on the map. Is this your page? Request a correction or removal.