Krikamol Muandet
Krikamol Muandet publishes mostly in Artificial Intelligence, Statistics and Probability and Computer Vision and Pattern Recognition, on topics such as Statistical Methods and Inference, Advanced Causal Inference Techniques and Bayesian Modeling and Causal Inference.
- World rank
- #727,936 of 1,633,909 ranked researchers
- Rank in Germany
- #42,958 of 86,443
- Works
- 35
- Citations
- 193
- Citations per work
- 5.5
What does Krikamol Muandet research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence49% of their works
- 2Statistics and Probability25% of their works
- 3Computer Vision and Pattern Recognition8% of their works
- 4Sociology and Political Science4% of their works
- 5Cancer Research3% of their works
- 6Signal Processing2% of their works
Research topics
Which keywords describe Krikamol Muandet's research?
The keywords of their largest research topics: Causal Inference, Regularization, Variable Selection, Observational Studies, Propensity Score, Bayesian Modeling, Bayesian Networks and Domain Adaptation.
- Neural Networks
- Clustering
- Multiple Imputation
- Interpretable Models
- Domain Adaptation
- Bayesian Modeling
- Observational Studies
- Regularization
- Causal Inference
- Variable Selection
- Propensity Score
- Bayesian Networks
- Graphical Models
- Machine Learning Interpretability
- Transfer Learning
- Mixture Models
- Word Representation
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 17 words, with their numbers
- Causal Inference92 topics
- Regularization81 topic
- Variable Selection81 topic
- Observational Studies51 topic
- Propensity Score51 topic
- Bayesian Modeling41 topic
- Bayesian Networks41 topic
- Domain Adaptation41 topic
- Graphical Models41 topic
- Interpretable Models41 topic
- Machine Learning Interpretability41 topic
- Multiple Imputation41 topic
- Transfer Learning41 topic
- Clustering31 topic
- Mixture Models31 topic
- Neural Networks31 topic
- Word Representation31 topic
Where does Krikamol Muandet work?
Krikamol Muandet's main affiliation in the publication record is Max Planck Institute for Intelligent Systems, Germany.
How many publications and citations does Krikamol Muandet have?
Science Explorer counts 35 works and 193 citations for Krikamol Muandet, ranking #727,936 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.