Vivek S. Borkar
Vivek S. Borkar publishes mostly in Artificial Intelligence, Computer Networks and Communications and Control and Systems Engineering, on topics such as Stochastic processes and financial applications, Markov Chains and Monte Carlo Methods and Stochastic Gradient Optimization Techniques.
- World rank
- #191,753 of 1,633,909 ranked researchers
- Rank in India
- #1,684 of 44,512
- Works
- 136
- Citations
- 691
- Citations per work
- 5.1
What does Vivek S. Borkar research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence14% of their works
- 2Computer Networks and Communications12% of their works
- 3Control and Systems Engineering10% of their works
- 4Management Science and Operations Research8% of their works
- 5Finance7% of their works
- 6Statistics and Probability6% of their works
Research topics
- Stochastic processes and financial applications
- Markov Chains and Monte Carlo Methods
- Stochastic Gradient Optimization Techniques
- Optimization and Search Problems
- Advanced Control Systems Optimization
- Reinforcement Learning in Robotics
- Advanced Mathematical Modeling in Engineering
- Advanced Wireless Network Optimization
Which keywords describe Vivek S. Borkar's research?
The keywords of their largest research topics: Approximation Algorithms, Option Pricing, Stochastic Calculus, Deep Learning, Neural Networks, Resource Allocation, Bayesian Monte Carlo and Markov Chain.
- Wireless Communication
- Heterogeneous
- Robotics
- Stochastic Gradient Descent
- Optimization
- Model Predictive Control
- Markov Chain
- Resource Allocation
- Deep Learning
- Option Pricing
- Approximation Algorithms
- Stochastic Calculus
- Neural Networks
- Bayesian Monte Carlo
- Mobile Robots
- Online Algorithms
- Random Projections
- Reinforcement Learning
- Cross-Layer Optimization
- Multiscale Methods
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
- Approximation Algorithms142 topics
- Option Pricing131 topic
- Stochastic Calculus131 topic
- Deep Learning112 topics
- Neural Networks112 topics
- Resource Allocation102 topics
- Bayesian Monte Carlo81 topic
- Markov Chain81 topic
- Mobile Robots61 topic
- Model Predictive Control61 topic
- Online Algorithms61 topic
- Optimization61 topic
- Random Projections61 topic
- Stochastic Gradient Descent61 topic
- Reinforcement Learning51 topic
- Robotics51 topic
- Cross-Layer Optimization41 topic
- Heterogeneous41 topic
- Multiscale Methods41 topic
- Wireless Communication41 topic
Where does Vivek S. Borkar work?
Vivek S. Borkar's main affiliation in the publication record is Indian Institute of Technology Bombay, India.
How many publications and citations does Vivek S. Borkar have?
Science Explorer counts 136 works and 691 citations for Vivek S. Borkar, ranking #191,753 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.
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