Joëlle Pineau
Joëlle Pineau publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Radiology, Nuclear Medicine and Imaging, on topics such as Reinforcement Learning in Robotics, Topic Modeling and Speech and dialogue systems.
- World rank
- #4,094 of 1,633,909 ranked researchers
- Rank in Canada
- #98 of 38,960
- Works
- 86
- Citations
- 1.8k
- Citations per work
- 21.5
What does Joëlle Pineau research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence57% of their works
- 2Computer Vision and Pattern Recognition11% of their works
- 3Radiology, Nuclear Medicine and Imaging3% of their works
- 4Molecular Biology2% of their works
- 5Social Psychology2% of their works
- 6Statistical and Nonlinear Physics2% of their works
Research topics
Which keywords describe Joëlle Pineau's research?
The keywords of their largest research topics: Neural Networks, Deep Learning, Reinforcement Learning, Autonomous Control, Robotics, Machine Learning, Machine Translation and Word Representation.
- Domain Adaptation
- Acoustic Modeling
- Gaussian Processes
- Active Learning
- Neural Machine Translation
- Markov Decision Processes
- Word Representation
- Machine Learning
- Autonomous Control
- Deep Learning
- Neural Networks
- Reinforcement Learning
- Robotics
- Machine Translation
- Semi-Supervised Learning
- Spoken Dialogue Systems
- Statistical Machine Translation
- Adversarial Examples
- Robustness
- Deep Neural Networks
- Transfer Learning
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 21 words, with their numbers
- Neural Networks303 topics
- Deep Learning253 topics
- Reinforcement Learning222 topics
- Autonomous Control151 topic
- Robotics151 topic
- Machine Learning102 topics
- Machine Translation101 topic
- Word Representation101 topic
- Semi-Supervised Learning82 topics
- Markov Decision Processes71 topic
- Spoken Dialogue Systems71 topic
- Neural Machine Translation61 topic
- Statistical Machine Translation61 topic
- Active Learning51 topic
- Adversarial Examples51 topic
- Gaussian Processes51 topic
- Robustness51 topic
- Acoustic Modeling41 topic
- Deep Neural Networks41 topic
- Domain Adaptation31 topic
- Transfer Learning31 topic
Where does Joëlle Pineau work?
Joëlle Pineau's main affiliation in the publication record is McGill University, Canada.
How many publications and citations does Joëlle Pineau have?
Science Explorer counts 86 works and 1,846 citations for Joëlle Pineau, ranking #4,094 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.