Daan Wierstra
Daan Wierstra publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Electrical and Electronic Engineering, on topics such as Neural Networks and Applications, Reinforcement Learning in Robotics and Evolutionary Algorithms and Applications.
- World rank
- #83,091 of 1,633,909 ranked researchers
- Rank in Switzerland
- #2,025 of 19,404
- Works
- 23
- Citations
- 2.8k
- Citations per work
- 121.1
What does Daan Wierstra research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence68% of their works
- 2Computer Vision and Pattern Recognition10% of their works
- 3Electrical and Electronic Engineering6% of their works
- 4Biomedical Engineering3% of their works
- 5Statistical and Nonlinear Physics3% of their works
- 6Ocean Engineering3% of their works
Research topics
- Neural Networks and Applications
- Reinforcement Learning in Robotics
- Evolutionary Algorithms and Applications
- Gaussian Processes and Bayesian Inference
- Neural Networks and Reservoir Computing
- Generative Adversarial Networks and Image Synthesis
- Metaheuristic Optimization Algorithms Research
- Adversarial Robustness in Machine Learning
Which keywords describe Daan Wierstra's research?
The keywords of their largest research topics: Deep Learning, Neural Networks, Machine Learning, Backpropagation Learning, Evolutionary Algorithms, Reinforcement Learning, Robotics and Self-Organizing Maps.
- Robustness
- Differential Evolution
- Photonic Reservoir Computing
- Image Synthesis
- Variational Inference
- Gaussian Processes
- Self-Organizing Maps
- Reinforcement Learning
- Backpropagation Learning
- Neural Networks
- Deep Learning
- Machine Learning
- Evolutionary Algorithms
- Robotics
- Classification
- Genetic Programming
- Generative Adversarial Networks
- Neuromorphic Photonics
- Adversarial Examples
- Particle Swarm Optimization
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
- Deep Learning145 topics
- Neural Networks114 topics
- Machine Learning94 topics
- Backpropagation Learning41 topic
- Evolutionary Algorithms42 topics
- Reinforcement Learning41 topic
- Robotics41 topic
- Self-Organizing Maps41 topic
- Classification31 topic
- Gaussian Processes31 topic
- Genetic Programming31 topic
- Variational Inference31 topic
- Generative Adversarial Networks21 topic
- Image Synthesis21 topic
- Neuromorphic Photonics21 topic
- Photonic Reservoir Computing21 topic
- Adversarial Examples11 topic
- Differential Evolution11 topic
- Particle Swarm Optimization11 topic
- Robustness11 topic
Where does Daan Wierstra work?
Daan Wierstra's main affiliation in the publication record is Dalle Molle Institute for Artificial Intelligence Research, Switzerland.
How many publications and citations does Daan Wierstra have?
Science Explorer counts 23 works and 2,786 citations for Daan Wierstra, ranking #83,091 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.
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