Ioannis Panageas
Ioannis Panageas publishes mostly in Artificial Intelligence, Statistics and Probability and Management Science and Operations Research, on topics such as Topic Modeling, Reinforcement Learning in Robotics and Stochastic Gradient Optimization Techniques.
- World rank
- #1,007,866 of 1,633,909 ranked researchers
- Rank in Singapore
- #3,499 of 5,048
- Works
- 28
- Citations
- 72
- Citations per work
- 2.6
What does Ioannis Panageas research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence25% of their works
- 2Statistics and Probability14% of their works
- 3Management Science and Operations Research11% of their works
- 4Information Systems and Management6% of their works
- 5Materials Chemistry6% of their works
- 6Molecular Biology6% of their works
Research topics
Which keywords describe Ioannis Panageas's research?
The keywords of their largest research topics: Neural Networks, Approximation Algorithms, Convex Optimization, Deep Learning, Bandit Optimization, Bayesian Monte Carlo, Bayesian Optimization and Game Theory.
- Word Representation
- Scientific Workflows
- Reproducibility
- Random Projections
- Materials Informatics
- Machine Translation
- Game Theory
- Bayesian Monte Carlo
- Deep Learning
- Approximation Algorithms
- Neural Networks
- Convex Optimization
- Bandit Optimization
- Bayesian Optimization
- Machine Learning
- Markov Chain
- Network Formation
- Reinforcement Learning
- Robotics
- Stochastic Gradient Descent
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 20 words, with their numbers
- Neural Networks63 topics
- Approximation Algorithms42 topics
- Convex Optimization42 topics
- Deep Learning42 topics
- Bandit Optimization21 topic
- Bayesian Monte Carlo21 topic
- Bayesian Optimization21 topic
- Game Theory21 topic
- Machine Learning21 topic
- Machine Translation21 topic
- Markov Chain21 topic
- Materials Informatics21 topic
- Network Formation21 topic
- Random Projections21 topic
- Reinforcement Learning21 topic
- Reproducibility21 topic
- Robotics21 topic
- Scientific Workflows21 topic
- Stochastic Gradient Descent21 topic
- Word Representation21 topic
Where does Ioannis Panageas work?
Ioannis Panageas's main affiliation in the publication record is Singapore University of Technology and Design, Singapore.
How many publications and citations does Ioannis Panageas have?
Science Explorer counts 28 works and 72 citations for Ioannis Panageas, ranking #1,007,866 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.