Xavier Amatriain
Xavier Amatriain publishes mostly in Artificial Intelligence, Information Systems and Signal Processing, on topics such as Recommender Systems and Techniques, Music and Audio Processing and Advanced Bandit Algorithms Research.
- World rank
- #38,857 of 1,633,909 ranked researchers
- Rank in Spain
- #436 of 45,870
- Works
- 34
- Citations
- 519
- Citations per work
- 15.3
What does Xavier Amatriain research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence24% of their works
- 2Information Systems16% of their works
- 3Signal Processing13% of their works
- 4Computer Vision and Pattern Recognition10% of their works
- 5Management Science and Operations Research10% of their works
- 6Software5% of their works
Research topics
Which keywords describe Xavier Amatriain's research?
The keywords of their largest research topics: Deep Learning, Neural Networks, Collaborative Filtering, Convolutional Neural Networks, Matrix Factorization, Audio Signal Classification, Bandit Optimization and Bayesian Optimization.
- Text Mining
- Differential Privacy
- Biomedical Ontologies
- Word Representation
- Music Generation
- Music Information Retrieval
- Bayesian Optimization
- Audio Signal Classification
- Convolutional Neural Networks
- Neural Networks
- Deep Learning
- Collaborative Filtering
- Matrix Factorization
- Bandit Optimization
- Machine Learning
- Interactive Evolutionary Computation
- Machine Translation
- Acoustic Modeling
- Deep Neural Networks
- Federated 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 20 words, with their numbers
- Deep Learning92 topics
- Neural Networks72 topics
- Collaborative Filtering51 topic
- Convolutional Neural Networks52 topics
- Matrix Factorization51 topic
- Audio Signal Classification41 topic
- Bandit Optimization41 topic
- Bayesian Optimization41 topic
- Machine Learning42 topics
- Music Information Retrieval41 topic
- Interactive Evolutionary Computation31 topic
- Music Generation31 topic
- Machine Translation21 topic
- Word Representation21 topic
- Acoustic Modeling11 topic
- Biomedical Ontologies11 topic
- Deep Neural Networks11 topic
- Differential Privacy11 topic
- Federated Learning11 topic
- Text Mining11 topic
Where does Xavier Amatriain work?
Xavier Amatriain's main affiliation in the publication record is Telefonica Research and Development, Spain.
How many publications and citations does Xavier Amatriain have?
Science Explorer counts 34 works and 519 citations for Xavier Amatriain, ranking #38,857 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.