Mathieu Sinn
Mathieu Sinn publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Information Systems, on topics such as Generative Adversarial Networks and Image Synthesis, Privacy-Preserving Technologies in Data and Adversarial Robustness in Machine Learning.
- World rank
- #601,016 of 1,633,909 ranked researchers
- Rank in Ireland
- #1,853 of 4,477
- Works
- 19
- Citations
- 47
- Citations per work
- 2.5
What does Mathieu Sinn research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence50% of their works
- 2Computer Vision and Pattern Recognition25% of their works
- 3Information Systems8% of their works
- 4Statistical and Nonlinear Physics8% of their works
- 5Sociology and Political Science8% of their works
Research topics
- Generative Adversarial Networks and Image Synthesis
- Privacy-Preserving Technologies in Data
- Adversarial Robustness in Machine Learning
- Reinforcement Learning in Robotics
- Machine Learning and Data Classification
- Gaussian Processes and Bayesian Inference
- Data Stream Mining Techniques
- Digital Media Forensic Detection
Which keywords describe Mathieu Sinn's research?
The keywords of their largest research topics: Deep Learning, Neural Networks, Machine Learning, Generative Adversarial Networks, Image Synthesis, Adversarial Examples, Concept Drift and Data Streams.
- Robustness
- Reinforcement Learning
- Image Forgery Detection
- Gaussian Processes
- Digital Forensics
- Data Streams
- Adversarial Examples
- Generative Adversarial Networks
- Neural Networks
- Deep Learning
- Machine Learning
- Image Synthesis
- Concept Drift
- Differential Privacy
- Federated Learning
- Hyperparameter Optimization
- Noisy Labels
- Robotics
- Variational Inference
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 Learning65 topics
- Neural Networks43 topics
- Machine Learning33 topics
- Generative Adversarial Networks21 topic
- Image Synthesis21 topic
- Adversarial Examples11 topic
- Concept Drift11 topic
- Data Streams11 topic
- Differential Privacy11 topic
- Digital Forensics11 topic
- Federated Learning11 topic
- Gaussian Processes11 topic
- Hyperparameter Optimization11 topic
- Image Forgery Detection11 topic
- Noisy Labels11 topic
- Reinforcement Learning11 topic
- Robotics11 topic
- Robustness11 topic
- Variational Inference11 topic
Where does Mathieu Sinn work?
Mathieu Sinn's main affiliation in the publication record is IBM Research - Ireland, Ireland.
How many publications and citations does Mathieu Sinn have?
Science Explorer counts 19 works and 47 citations for Mathieu Sinn, ranking #601,016 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.