Samory Kpotufe
Samory Kpotufe publishes mostly in Artificial Intelligence, Statistics and Probability and Control and Systems Engineering, on topics such as Domain Adaptation and Few-Shot Learning, Machine Learning and Algorithms and Topic Modeling.
- World rank
- #985,875 of 1,633,909 ranked researchers
- Rank in United States
- #261,624 of 358,040
- Works
- 22
- Citations
- 63
- Citations per work
- 2.9
What does Samory Kpotufe research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence58% of their works
- 2Statistics and Probability12% of their works
- 3Control and Systems Engineering8% of their works
- 4Computational Theory and Mathematics8% of their works
- 5Signal Processing4% of their works
- 6Computational Mechanics4% of their works
Research topics
Which keywords describe Samory Kpotufe's research?
The keywords of their largest research topics: Semi-Supervised Learning, Deep Learning, Machine Learning, Representation Learning, Active Learning, Domain Adaptation, Gaussian Processes and Neural Networks.
- Self-Organizing Maps
- Compression
- Backpropagation Learning
- Topological Methods
- Machine Translation
- Graph Neural Networks
- Neural Networks
- Domain Adaptation
- Representation Learning
- Deep Learning
- Semi-Supervised Learning
- Machine Learning
- Active Learning
- Gaussian Processes
- Transfer Learning
- Knowledge Graph Embedding
- Persistent Homology
- Word Representation
- Clustering Algorithms
- K-means
- Suffix Arrays
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
- Semi-Supervised Learning83 topics
- Deep Learning63 topics
- Machine Learning52 topics
- Representation Learning52 topics
- Active Learning31 topic
- Domain Adaptation31 topic
- Gaussian Processes31 topic
- Neural Networks32 topics
- Transfer Learning31 topic
- Graph Neural Networks21 topic
- Knowledge Graph Embedding21 topic
- Machine Translation21 topic
- Persistent Homology21 topic
- Topological Methods21 topic
- Word Representation21 topic
- Backpropagation Learning11 topic
- Clustering Algorithms11 topic
- Compression11 topic
- K-means11 topic
- Self-Organizing Maps11 topic
- Suffix Arrays11 topic
Where does Samory Kpotufe work?
Samory Kpotufe's main affiliation in the publication record is Toyota Technological Institute at Chicago, United States.
How many publications and citations does Samory Kpotufe have?
Science Explorer counts 22 works and 63 citations for Samory Kpotufe, ranking #985,875 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.