Sham M. Kakade
Sham M. Kakade publishes mostly in Artificial Intelligence, Computational Mechanics and Computer Vision and Pattern Recognition, on topics such as Sparse and Compressive Sensing Techniques, Machine Learning and Algorithms and Stochastic Gradient Optimization Techniques.
- World rank
- #8,023 of 1,633,909 ranked researchers
- Rank in United States
- #3,871 of 358,040
- Works
- 93
- Citations
- 1.6k
- Citations per work
- 17.1
What does Sham M. Kakade research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence54% of their works
- 2Computational Mechanics11% of their works
- 3Computer Vision and Pattern Recognition7% of their works
- 4Management Science and Operations Research7% of their works
- 5Computer Networks and Communications4% of their works
- 6Statistics and Probability4% of their works
Research topics
Which keywords describe Sham M. Kakade's research?
The keywords of their largest research topics: Convex Optimization, Deep Learning, Neural Networks, Compressed Sensing, Sparse Representation, Active Learning, Machine Learning and Random Projections.
- Mobile Robots
- Clustering
- Bandit Optimization
- Robotics
- Machine Translation
- Random Projections
- Active Learning
- Compressed Sensing
- Deep Learning
- Convex Optimization
- Neural Networks
- Sparse Representation
- Machine Learning
- Stochastic Gradient Descent
- Reinforcement Learning
- Word Representation
- Bayesian Optimization
- Mixture Models
- Online Algorithms
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
- Convex Optimization283 topics
- Deep Learning273 topics
- Neural Networks243 topics
- Compressed Sensing121 topic
- Sparse Representation121 topic
- Active Learning101 topic
- Machine Learning101 topic
- Random Projections101 topic
- Stochastic Gradient Descent101 topic
- Machine Translation71 topic
- Reinforcement Learning71 topic
- Robotics71 topic
- Word Representation71 topic
- Bandit Optimization61 topic
- Bayesian Optimization61 topic
- Clustering41 topic
- Mixture Models41 topic
- Mobile Robots41 topic
- Online Algorithms41 topic
Where does Sham M. Kakade work?
Sham M. Kakade's main affiliation in the publication record is University of Washington, United States.
How many publications and citations does Sham M. Kakade have?
Science Explorer counts 93 works and 1,591 citations for Sham M. Kakade, ranking #8,023 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.