Aki Vehtari
Aki Vehtari publishes mostly in Artificial Intelligence, Statistics and Probability and Computational Theory and Mathematics, on topics such as Gaussian Processes and Bayesian Inference, Statistical Methods and Inference and Advanced Multi-Objective Optimization Algorithms.
- World rank
- #483,990 of 1,633,909 ranked researchers
- Rank in Finland
- #3,022 of 8,199
- Works
- 97
- Citations
- 394
- Citations per work
- 4.1
What does Aki Vehtari research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence26% of their works
- 2Statistics and Probability25% of their works
- 3Computational Theory and Mathematics8% of their works
- 4Management Science and Operations Research4% of their works
- 5Computational Mechanics3% of their works
- 6Molecular Biology3% of their works
Research topics
- Gaussian Processes and Bayesian Inference
- Statistical Methods and Inference
- Advanced Multi-Objective Optimization Algorithms
- Statistical Methods and Bayesian Inference
- Bayesian Methods and Mixture Models
- Machine Learning and Data Classification
- Sparse and Compressive Sensing Techniques
- Metabolomics and Mass Spectrometry Studies
Which keywords describe Aki Vehtari's research?
The keywords of their largest research topics: Bayesian Inference, Variational Inference, Gaussian Processes, Machine Learning, Regularization, Variable Selection, Bayesian Modeling and Evolutionary Algorithms.
- Metabolomics
- Sparse Representation
- Mixture Models
- Compressed Sensing
- Multiple Imputation
- Evolutionary Algorithms
- Variable Selection
- Machine Learning
- Variational Inference
- Bayesian Inference
- Gaussian Processes
- Regularization
- Bayesian Modeling
- Multiobjective Optimization
- Clustering
- Hyperparameter Optimization
- Noisy Labels
- Mass Spectrometry
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 18 words, with their numbers
- Bayesian Inference232 topics
- Variational Inference232 topics
- Gaussian Processes191 topic
- Machine Learning191 topic
- Regularization151 topic
- Variable Selection151 topic
- Bayesian Modeling101 topic
- Evolutionary Algorithms101 topic
- Multiobjective Optimization101 topic
- Multiple Imputation101 topic
- Clustering41 topic
- Compressed Sensing41 topic
- Hyperparameter Optimization41 topic
- Mixture Models41 topic
- Noisy Labels41 topic
- Sparse Representation41 topic
- Mass Spectrometry31 topic
- Metabolomics31 topic
Where does Aki Vehtari work?
Aki Vehtari's main affiliation in the publication record is Aalto University, Finland.
How many publications and citations does Aki Vehtari have?
Science Explorer counts 97 works and 394 citations for Aki Vehtari, ranking #483,990 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.