Nando de Freitas
Nando de Freitas publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Signal Processing, on topics such as Reinforcement Learning in Robotics, Topic Modeling and Adversarial Robustness in Machine Learning.
- World rank
- #10,815 of 1,633,909 ranked researchers
- Rank in Canada
- #277 of 38,960
- Works
- 60
- Citations
- 1.1k
- Citations per work
- 18.9
What does Nando de Freitas research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence46% of their works
- 2Computer Vision and Pattern Recognition13% of their works
- 3Signal Processing8% of their works
- 4Control and Systems Engineering7% of their works
- 5Electrical and Electronic Engineering5% of their works
- 6Computational Theory and Mathematics4% of their works
Research topics
Which keywords describe Nando de Freitas's research?
The keywords of their largest research topics: Deep Learning, Neural Networks, Reinforcement Learning, Robotics, Adversarial Examples, Audio Signal Classification, Bandit Optimization and Bayesian Optimization.
- Particle Filters
- Word Representation
- Transfer Learning
- Music Information Retrieval
- Image Captioning
- Bayesian Optimization
- Audio Signal Classification
- Robotics
- Neural Networks
- Deep Learning
- Reinforcement Learning
- Adversarial Examples
- Bandit Optimization
- Domain Adaptation
- Machine Translation
- Robustness
- Visual Question Answering
- Nonlinear Estimation
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 18 words, with their numbers
- Deep Learning184 topics
- Neural Networks184 topics
- Reinforcement Learning91 topic
- Robotics91 topic
- Adversarial Examples31 topic
- Audio Signal Classification31 topic
- Bandit Optimization31 topic
- Bayesian Optimization31 topic
- Domain Adaptation31 topic
- Image Captioning31 topic
- Machine Translation31 topic
- Music Information Retrieval31 topic
- Robustness31 topic
- Transfer Learning31 topic
- Visual Question Answering31 topic
- Word Representation31 topic
- Nonlinear Estimation21 topic
- Particle Filters21 topic
Where does Nando de Freitas work?
Nando de Freitas's main affiliation in the publication record is University of British Columbia, Canada.
How many publications and citations does Nando de Freitas have?
Science Explorer counts 60 works and 1,132 citations for Nando de Freitas, ranking #10,815 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.