Tim van Erven
Tim van Erven publishes mostly in Artificial Intelligence, Management Science and Operations Research and Statistics and Probability, on topics such as Machine Learning and Algorithms, Advanced Bandit Algorithms Research and Reinforcement Learning in Robotics.
- World rank
- #876,397 of 1,633,909 ranked researchers
- Rank in Netherlands
- #15,943 of 23,481
- Works
- 20
- Citations
- 79
- Citations per work
- 4.0
What does Tim van Erven research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence52% of their works
- 2Management Science and Operations Research22% of their works
- 3Statistics and Probability9% of their works
- 4Computational Theory and Mathematics4% of their works
- 5Computer Networks and Communications4% of their works
- 6Statistical and Nonlinear Physics4% of their works
Research topics
Which keywords describe Tim van Erven's research?
The keywords of their largest research topics: Deep Learning, Gaussian Processes, Machine Learning, Active Learning, Semi-Supervised Learning, Convex Optimization, Hyperparameter Optimization and Bandit Optimization.
- Variational Inference
- Sparse Regression
- Reinforcement Learning
- Noisy Labels
- Data Streams
- Computability
- Neural Networks
- Bandit Optimization
- Convex Optimization
- Active Learning
- Gaussian Processes
- Deep Learning
- Machine Learning
- Semi-Supervised Learning
- Hyperparameter Optimization
- Bayesian Optimization
- Algorithmic Information Theory
- Concept Drift
- Instance Selection
- Random Projections
- 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 22 words, with their numbers
- Deep Learning104 topics
- Gaussian Processes82 topics
- Machine Learning82 topics
- Active Learning71 topic
- Semi-Supervised Learning71 topic
- Convex Optimization62 topics
- Hyperparameter Optimization62 topics
- Bandit Optimization51 topic
- Bayesian Optimization51 topic
- Neural Networks22 topics
- Algorithmic Information Theory11 topic
- Computability11 topic
- Concept Drift11 topic
- Data Streams11 topic
- Instance Selection11 topic
- Noisy Labels11 topic
- Random Projections11 topic
- Reinforcement Learning11 topic
- Robotics11 topic
- Sparse Regression11 topic
- Stochastic Gradient Descent11 topic
- Variational Inference11 topic
Where does Tim van Erven work?
Tim van Erven's main affiliation in the publication record is Centrum Wiskunde & Informatica, Netherlands.
How many publications and citations does Tim van Erven have?
Science Explorer counts 20 works and 79 citations for Tim van Erven, ranking #876,397 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.