Santosh Vempala
Santosh Vempala publishes mostly in Artificial Intelligence, Computational Theory and Mathematics and Statistics and Probability, on topics such as Complexity and Algorithms in Graphs, Markov Chains and Monte Carlo Methods and Advanced Graph Theory Research.
- World rank
- #106,650 of 1,633,909 ranked researchers
- Rank in United States
- #46,394 of 358,040
- Works
- 86
- Citations
- 559
- Citations per work
- 6.5
What does Santosh Vempala research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence23% of their works
- 2Computational Theory and Mathematics20% of their works
- 3Statistics and Probability11% of their works
- 4Signal Processing4% of their works
- 5Statistical and Nonlinear Physics4% of their works
- 6Economics and Econometrics4% of their works
Research topics
Which keywords describe Santosh Vempala's research?
The keywords of their largest research topics: Approximation Algorithms, Algorithmic Applications, Combinatorial Optimization, Complexity Theory, Deep Learning, Bayesian Monte Carlo, Markov Chain and Graph Theory.
- Mixture Models
- Compression
- Blind Separation
- Active Learning
- Random Projections
- Graph Theory
- Bayesian Monte Carlo
- Complexity Theory
- Algorithmic Applications
- Approximation Algorithms
- Combinatorial Optimization
- Deep Learning
- Markov Chain
- Parameterized Complexity
- Stochastic Gradient Descent
- Machine Learning
- Clustering
- Independent Component Analysis
- 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 19 words, with their numbers
- Approximation Algorithms314 topics
- Algorithmic Applications182 topics
- Combinatorial Optimization111 topic
- Complexity Theory111 topic
- Deep Learning92 topics
- Bayesian Monte Carlo81 topic
- Markov Chain81 topic
- Graph Theory71 topic
- Parameterized Complexity71 topic
- Random Projections51 topic
- Stochastic Gradient Descent51 topic
- Active Learning41 topic
- Machine Learning41 topic
- Blind Separation31 topic
- Clustering31 topic
- Compression31 topic
- Independent Component Analysis31 topic
- Mixture Models31 topic
- Suffix Arrays31 topic
Where does Santosh Vempala work?
Santosh Vempala's main affiliation in the publication record is Georgia Institute of Technology, United States.
How many publications and citations does Santosh Vempala have?
Science Explorer counts 86 works and 559 citations for Santosh Vempala, ranking #106,650 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.