Marek Petrik
Marek Petrik publishes mostly in Artificial Intelligence, Management Science and Operations Research and Computational Theory and Mathematics, on topics such as Reinforcement Learning in Robotics, Bayesian Modeling and Causal Inference and Machine Learning and Algorithms.
- World rank
- #1,450,691 of 1,633,909 ranked researchers
- Rank in United States
- #332,837 of 358,040
- Works
- 24
- Citations
- 37
- Citations per work
- 1.5
What does Marek Petrik research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence40% of their works
- 2Management Science and Operations Research20% of their works
- 3Computational Theory and Mathematics9% of their works
- 4Control and Systems Engineering6% of their works
- 5Computational Mechanics6% of their works
- 6Computer Vision and Pattern Recognition6% of their works
Research topics
Which keywords describe Marek Petrik's research?
The keywords of their largest research topics: Deep Learning, Convex Optimization, Neural Networks, Reinforcement Learning, Sparse Representation, Active Learning, Bayesian Networks and Causal Inference.
- Signal Recovery
- Risk Management
- Face Recognition
- Compressed Sensing
- Bandit Optimization
- Causal Inference
- Active Learning
- Reinforcement Learning
- Convex Optimization
- Deep Learning
- Neural Networks
- Sparse Representation
- Bayesian Networks
- Machine Learning
- Bayesian Optimization
- Dimensionality Reduction
- Model Checking
- Robust Optimization
- Symbolic Model Checker
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 19 words, with their numbers
- Deep Learning72 topics
- Convex Optimization63 topics
- Neural Networks41 topic
- Reinforcement Learning41 topic
- Sparse Representation42 topics
- Active Learning31 topic
- Bayesian Networks31 topic
- Causal Inference31 topic
- Machine Learning31 topic
- Bandit Optimization21 topic
- Bayesian Optimization21 topic
- Compressed Sensing21 topic
- Dimensionality Reduction21 topic
- Face Recognition21 topic
- Model Checking21 topic
- Risk Management21 topic
- Robust Optimization21 topic
- Signal Recovery21 topic
- Symbolic Model Checker21 topic
Where does Marek Petrik work?
Marek Petrik's main affiliation in the publication record is University of New Hampshire at Manchester, United States.
How many publications and citations does Marek Petrik have?
Science Explorer counts 24 works and 37 citations for Marek Petrik, ranking #1,450,691 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.