Mohsen Bayati
Mohsen Bayati publishes mostly in Artificial Intelligence, Management Science and Operations Research and Computational Theory and Mathematics, on topics such as Complexity and Algorithms in Graphs, Advanced Bandit Algorithms Research and Stochastic Gradient Optimization Techniques.
- World rank
- #494,222 of 1,633,909 ranked researchers
- Rank in United States
- #164,985 of 358,040
- Works
- 29
- Citations
- 146
- Citations per work
- 5.0
What does Mohsen Bayati research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence20% of their works
- 2Management Science and Operations Research15% of their works
- 3Computational Theory and Mathematics11% of their works
- 4Economics and Econometrics9% of their works
- 5Statistics and Probability9% of their works
- 6Computer Networks and Communications6% of their works
Research topics
Which keywords describe Mohsen Bayati's research?
The keywords of their largest research topics: Convex Optimization, Approximation Algorithms, Neural Networks, Deep Learning, Bandit Optimization, Bayesian Optimization, Combinatorial Optimization and Complexity Theory.
- Word Representation
- Robustness
- Backpropagation Learning
- Variable Selection
- Sparse Representation
- Random Projections
- Complexity Theory
- Bayesian Optimization
- Deep Learning
- Approximation Algorithms
- Convex Optimization
- Neural Networks
- Bandit Optimization
- Combinatorial Optimization
- Compressed Sensing
- Regularization
- Stochastic Gradient Descent
- Adversarial Examples
- Machine Translation
- Self-Organizing Maps
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
- Convex Optimization73 topics
- Approximation Algorithms52 topics
- Neural Networks54 topics
- Deep Learning43 topics
- Bandit Optimization31 topic
- Bayesian Optimization31 topic
- Combinatorial Optimization31 topic
- Complexity Theory31 topic
- Compressed Sensing21 topic
- Random Projections21 topic
- Regularization21 topic
- Sparse Representation21 topic
- Stochastic Gradient Descent21 topic
- Variable Selection21 topic
- Adversarial Examples11 topic
- Backpropagation Learning11 topic
- Machine Translation11 topic
- Robustness11 topic
- Self-Organizing Maps11 topic
- Word Representation11 topic
Where does Mohsen Bayati work?
Mohsen Bayati's main affiliation in the publication record is Stanford University, United States.
How many publications and citations does Mohsen Bayati have?
Science Explorer counts 29 works and 146 citations for Mohsen Bayati, ranking #494,222 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.
Other researchers named Mohsen Bayati
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