Peter Grünwald
Peter Grünwald publishes mostly in Artificial Intelligence, Statistics and Probability and Management Science and Operations Research, on topics such as Machine Learning and Algorithms, Bayesian Modeling and Causal Inference and Statistical Methods and Inference.
- World rank
- #663,242 of 1,633,909 ranked researchers
- Rank in Netherlands
- #12,994 of 23,481
- Works
- 80
- Citations
- 247
- Citations per work
- 3.1
What does Peter Grünwald research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence42% of their works
- 2Statistics and Probability13% of their works
- 3Management Science and Operations Research6% of their works
- 4Computational Theory and Mathematics5% of their works
- 5Electrical and Electronic Engineering4% of their works
- 6Computer Networks and Communications4% of their works
Research topics
Which keywords describe Peter Grünwald's research?
The keywords of their largest research topics: Deep Learning, Machine Learning, Active Learning, Semi-Supervised Learning, Causal Discovery, Bayesian Networks, Causal Inference and Regularization.
- Robustness
- Compression
- Adversarial Examples
- Bayesian Optimization
- Algorithmic Information Theory
- Regularization
- Bayesian Networks
- Semi-Supervised Learning
- Machine Learning
- Deep Learning
- Active Learning
- Causal Discovery
- Causal Inference
- Variable Selection
- Bandit Optimization
- Computability
- Clustering
- Mixture Models
- Suffix Arrays
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
- Deep Learning192 topics
- Machine Learning192 topics
- Active Learning151 topic
- Semi-Supervised Learning151 topic
- Causal Discovery122 topics
- Bayesian Networks71 topic
- Causal Inference71 topic
- Regularization71 topic
- Variable Selection71 topic
- Algorithmic Information Theory51 topic
- Bandit Optimization51 topic
- Bayesian Optimization51 topic
- Computability51 topic
- Adversarial Examples41 topic
- Clustering41 topic
- Compression41 topic
- Mixture Models41 topic
- Robustness41 topic
- Suffix Arrays41 topic
Where does Peter Grünwald work?
Peter Grünwald's main affiliation in the publication record is Centrum Wiskunde & Informatica, Netherlands.
How many publications and citations does Peter Grünwald have?
Science Explorer counts 80 works and 247 citations for Peter Grünwald, ranking #663,242 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.