Shai Shalev‐Shwartz
Shai Shalev‐Shwartz publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Computational Theory and Mathematics, on topics such as Machine Learning and Algorithms, Machine Learning and Data Classification and Neural Networks and Applications.
- World rank
- #13,998 of 1,633,909 ranked researchers
- Rank in Israel
- #224 of 8,450
- Works
- 78
- Citations
- 1.4k
- Citations per work
- 18.0
What does Shai Shalev‐Shwartz research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence59% of their works
- 2Computer Vision and Pattern Recognition6% of their works
- 3Computational Theory and Mathematics6% of their works
- 4Statistics and Probability5% of their works
- 5Computational Mechanics5% of their works
- 6Management Science and Operations Research2% of their works
Research topics
Which keywords describe Shai Shalev‐Shwartz's research?
The keywords of their largest research topics: Deep Learning, Semi-Supervised Learning, Active Learning, Machine Learning, Meta-Learning, Neural Networks, Convex Optimization and Hyperparameter Optimization.
- Statistical Machine Translation
- Transfer Learning
- Random Projections
- Domain Adaptation
- Signal Recovery
- Self-Organizing Maps
- Sparse Representation
- Hyperparameter Optimization
- Neural Networks
- Machine Learning
- Semi-Supervised Learning
- Deep Learning
- Active Learning
- Meta-Learning
- Convex Optimization
- Noisy Labels
- Backpropagation Learning
- Compressed Sensing
- Dimensionality Reduction
- Face Recognition
- Stochastic Gradient Descent
- Neural Machine Translation
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 22 words, with their numbers
- Deep Learning333 topics
- Semi-Supervised Learning262 topics
- Active Learning211 topic
- Machine Learning211 topic
- Meta-Learning162 topics
- Neural Networks122 topics
- Convex Optimization112 topics
- Hyperparameter Optimization111 topic
- Noisy Labels111 topic
- Sparse Representation112 topics
- Backpropagation Learning71 topic
- Self-Organizing Maps71 topic
- Compressed Sensing61 topic
- Signal Recovery61 topic
- Dimensionality Reduction51 topic
- Domain Adaptation51 topic
- Face Recognition51 topic
- Random Projections51 topic
- Stochastic Gradient Descent51 topic
- Transfer Learning51 topic
- Neural Machine Translation31 topic
- Statistical Machine Translation31 topic
Where does Shai Shalev‐Shwartz work?
Shai Shalev‐Shwartz's main affiliation in the publication record is Hebrew University of Jerusalem, Israel.
How many publications and citations does Shai Shalev‐Shwartz have?
Science Explorer counts 78 works and 1,407 citations for Shai Shalev‐Shwartz, ranking #13,998 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.