Pierre Alquier
Pierre Alquier publishes mostly in Artificial Intelligence, Statistics and Probability and Computational Mechanics, on topics such as Statistical Methods and Inference, Sparse and Compressive Sensing Techniques and Control Systems and Identification.
- World rank
- #1,272,572 of 1,633,909 ranked researchers
- Rank in France
- #77,702 of 96,116
- Works
- 30
- Citations
- 60
- Citations per work
- 2.0
What does Pierre Alquier research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence26% of their works
- 2Statistics and Probability24% of their works
- 3Computational Mechanics11% of their works
- 4Control and Systems Engineering9% of their works
- 5Management Science and Operations Research9% of their works
- 6Computer Vision and Pattern Recognition4% of their works
Research topics
Which keywords describe Pierre Alquier's research?
The keywords of their largest research topics: Model Selection, Regularization, Variable Selection, Convex Optimization, Deep Learning, Sparse Representation, Compressed Sensing and Signal Recovery.
- Variational Inference
- Semi-Supervised Learning
- Dimensionality Reduction
- Self-Organizing Maps
- System Identification
- Machine Learning
- Bayesian Optimization
- Signal Recovery
- Sparse Representation
- Convex Optimization
- Regularization
- Model Selection
- Variable Selection
- Deep Learning
- Compressed Sensing
- Bandit Optimization
- Gaussian Processes
- Parameter Estimation
- Neural Networks
- Active Learning
- Face Recognition
- Sparse Regression
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
- Model Selection142 topics
- Regularization101 topic
- Variable Selection101 topic
- Convex Optimization92 topics
- Deep Learning73 topics
- Sparse Representation72 topics
- Compressed Sensing51 topic
- Signal Recovery51 topic
- Bandit Optimization41 topic
- Bayesian Optimization41 topic
- Gaussian Processes42 topics
- Machine Learning42 topics
- Parameter Estimation41 topic
- System Identification41 topic
- Neural Networks31 topic
- Self-Organizing Maps31 topic
- Active Learning21 topic
- Dimensionality Reduction21 topic
- Face Recognition21 topic
- Semi-Supervised Learning21 topic
- Sparse Regression21 topic
- Variational Inference21 topic
Where does Pierre Alquier work?
Pierre Alquier's main affiliation in the publication record is Laboratoire de Probabilités et Modèles Aléatoires, France.
How many publications and citations does Pierre Alquier have?
Science Explorer counts 30 works and 60 citations for Pierre Alquier, ranking #1,272,572 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.