Randal Douc
Randal Douc publishes mostly in Statistics and Probability, Artificial Intelligence and Mathematical Physics, on topics such as Markov Chains and Monte Carlo Methods, Stochastic processes and statistical mechanics and Bayesian Methods and Mixture Models.
- World rank
- #543,633 of 1,633,909 ranked researchers
- Rank in France
- #32,978 of 96,116
- Works
- 30
- Citations
- 79
- Citations per work
- 2.6
What does Randal Douc research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Statistics and Probability28% of their works
- 2Artificial Intelligence17% of their works
- 3Mathematical Physics14% of their works
- 4Computational Theory and Mathematics10% of their works
- 5Management Information Systems3% of their works
- 6Finance3% of their works
Research topics
- Markov Chains and Monte Carlo Methods
- Stochastic processes and statistical mechanics
- Bayesian Methods and Mixture Models
- Target Tracking and Data Fusion in Sensor Networks
- Gaussian Processes and Bayesian Inference
- Computability, Logic, AI Algorithms
- Advanced Graph Theory Research
- Petri Nets in System Modeling
Which keywords describe Randal Douc's research?
The keywords of their largest research topics: Approximation Algorithms, Bayesian Inference, Bayesian Monte Carlo, Markov Chain, Interacting Particle Systems, Scaling Limits, Variational Inference and Clustering.
- Particle Filters
- Nonlinear Estimation
- Graph Theory
- Deadlock Prevention
- Algorithmic Information Theory
- Clustering
- Scaling Limits
- Markov Chain
- Bayesian Inference
- Approximation Algorithms
- Bayesian Monte Carlo
- Interacting Particle Systems
- Variational Inference
- Mixture Models
- Computability
- Gaussian Processes
- Machine Learning
- Parameterized Complexity
- Petri Nets
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
- Approximation Algorithms62 topics
- Bayesian Inference53 topics
- Bayesian Monte Carlo51 topic
- Markov Chain51 topic
- Interacting Particle Systems41 topic
- Scaling Limits41 topic
- Variational Inference42 topics
- Clustering31 topic
- Mixture Models31 topic
- Algorithmic Information Theory11 topic
- Computability11 topic
- Deadlock Prevention11 topic
- Gaussian Processes11 topic
- Graph Theory11 topic
- Machine Learning11 topic
- Nonlinear Estimation11 topic
- Parameterized Complexity11 topic
- Particle Filters11 topic
- Petri Nets11 topic
Where does Randal Douc work?
Randal Douc's main affiliation in the publication record is Institut Polytechnique de Paris, France.
How many publications and citations does Randal Douc have?
Science Explorer counts 30 works and 79 citations for Randal Douc, ranking #543,633 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.
Other researchers named Randal Douc
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