Alexander J. Smola
Alexander J. Smola publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Information Systems, on topics such as Neural Networks and Applications, Topic Modeling and Recommender Systems and Techniques.
- World rank
- #3,044 of 1,633,909 ranked researchers
- Rank in United States
- #1,405 of 358,040
- Works
- 71
- Citations
- 2.6k
- Citations per work
- 36.9
What does Alexander J. Smola research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence45% of their works
- 2Computer Vision and Pattern Recognition12% of their works
- 3Information Systems9% of their works
- 4Statistics and Probability6% of their works
- 5Statistical and Nonlinear Physics6% of their works
- 6Management Science and Operations Research4% of their works
Research topics
Which keywords describe Alexander J. Smola's research?
The keywords of their largest research topics: Neural Networks, Deep Learning, Backpropagation Learning, Collaborative Filtering, Machine Translation, Matrix Factorization, Self-Organizing Maps and Word Representation.
- Statistical Machine Translation
- Neural Machine Translation
- Hyperparameter Optimization
- Stochastic Gradient Descent
- Face Recognition
- Word Representation
- Matrix Factorization
- Collaborative Filtering
- Deep Learning
- Neural Networks
- Backpropagation Learning
- Machine Translation
- Self-Organizing Maps
- Dimensionality Reduction
- Random Projections
- Graph Neural Networks
- Knowledge Graph Embedding
- Noisy Labels
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
- Neural Networks194 topics
- Deep Learning174 topics
- Backpropagation Learning51 topic
- Collaborative Filtering51 topic
- Machine Translation51 topic
- Matrix Factorization51 topic
- Self-Organizing Maps51 topic
- Word Representation51 topic
- Dimensionality Reduction41 topic
- Face Recognition41 topic
- Random Projections41 topic
- Stochastic Gradient Descent41 topic
- Graph Neural Networks31 topic
- Hyperparameter Optimization31 topic
- Knowledge Graph Embedding31 topic
- Neural Machine Translation31 topic
- Noisy Labels31 topic
- Statistical Machine Translation31 topic
Where does Alexander J. Smola work?
Alexander J. Smola's main affiliation in the publication record is Carnegie Mellon University, United States.
How many publications and citations does Alexander J. Smola have?
Science Explorer counts 71 works and 2,619 citations for Alexander J. Smola, ranking #3,044 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.