Michal Valko
Michal Valko publishes mostly in Artificial Intelligence, Management Science and Operations Research and Computer Networks and Communications, on topics such as Advanced Bandit Algorithms Research, Reinforcement Learning in Robotics and Machine Learning and Algorithms.
- World rank
- #810,283 of 1,633,909 ranked researchers
- Rank in United Kingdom
- #59,821 of 90,785
- Works
- 66
- Citations
- 198
- Citations per work
- 3.0
What does Michal Valko research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence43% of their works
- 2Management Science and Operations Research18% of their works
- 3Computer Networks and Communications5% of their works
- 4Computer Vision and Pattern Recognition4% of their works
- 5Information Systems4% of their works
- 6Computational Theory and Mathematics4% of their works
Research topics
Which keywords describe Michal Valko's research?
The keywords of their largest research topics: Deep Learning, Hyperparameter Optimization, Online Learning, Bandit Optimization, Bayesian Optimization, Neural Networks, Reinforcement Learning and Robotics.
- Unsupervised
- Instance Selection
- Concept Drift
- Bayesian Networks
- Online Algorithms
- Machine Learning
- Robotics
- Neural Networks
- Bandit Optimization
- Hyperparameter Optimization
- Deep Learning
- Online Learning
- Bayesian Optimization
- Reinforcement Learning
- Active Learning
- Mobile Robots
- Anomaly Detection
- Causal Inference
- Data Streams
- Noisy Labels
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 Learning233 topics
- Hyperparameter Optimization192 topics
- Online Learning192 topics
- Bandit Optimization161 topic
- Bayesian Optimization161 topic
- Neural Networks142 topics
- Reinforcement Learning111 topic
- Robotics111 topic
- Active Learning91 topic
- Machine Learning91 topic
- Mobile Robots41 topic
- Online Algorithms41 topic
- Anomaly Detection31 topic
- Bayesian Networks31 topic
- Causal Inference31 topic
- Concept Drift31 topic
- Data Streams31 topic
- Instance Selection31 topic
- Noisy Labels31 topic
- Unsupervised31 topic
Where does Michal Valko work?
Michal Valko's main affiliation in the publication record is Google DeepMind (United Kingdom), United Kingdom.
How many publications and citations does Michal Valko have?
Science Explorer counts 66 works and 198 citations for Michal Valko, ranking #810,283 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.