Subhrajyoty Roy
Subhrajyoty Roy publishes mostly in Statistics and Probability, Artificial Intelligence and Computational Mechanics, on topics such as Advanced Statistical Methods and Models, Statistical Methods and Inference and Sparse and Compressive Sensing Techniques.
- World rank
- #5,360,816 of 7,710,434 ranked researchers
- Rank in India
- #153,899 of 280,097
- Works
- 31
- Citations
- 24
- Citations per work
- 0.8
What does Subhrajyoty Roy research?
Subhrajyoty Roy's work is mostly in Mathematics (32%), Computer Science (25%), Engineering (7%).
Their six largest subfields, inside their fields and domains; the grey slice is everything else they publish. The interactive view splits every one of their works down to single topics.
The fields and subfields, with their numbers
- Physical Sciences2063.3%
- Mathematics1031.6%
- Computer Science825.1%
- Engineering26.6%
- Everything else1136.7%
- 1Statistics and Probability32% of their works
- 2Artificial Intelligence9% of their works
- 3Computational Mechanics7% of their works
- 4Computer Vision and Pattern Recognition5% of their works
- 5Computer Networks and Communications5% of their works
- 6Signal Processing5% of their works
Research topics
- Advanced Statistical Methods and Models
- Statistical Methods and Inference
- Sparse and Compressive Sensing Techniques
- Distributed Sensor Networks and Detection Algorithms
- Statistical Methods and Bayesian Inference
- Stochastic Gradient Optimization Techniques
- Image and Signal Denoising Methods
- Statistical Mechanics and Entropy
Which keywords describe Subhrajyoty Roy's research?
The keywords of their largest research topics: Multicollinearity, Regression Analysis, Convex Optimization, Regularization, Variable Selection, Deep Learning, Compressed Sensing and Sparse Representation.
- Stochastic Gradient Descent
- Random Projections
- Long-Range Interactions
- Wireless Sensor Networks
- Distributed Detection
- Sparse Representation
- Deep Learning
- Regularization
- Regression Analysis
- Multicollinearity
- Convex Optimization
- Variable Selection
- Compressed Sensing
- Bayesian Modeling
- Multiple Imputation
- Image Denoising
- Nonextensive Statistical Mechanics
- Sparse Representations
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 18 words, with their numbers
- Multicollinearity101 topic
- Regression Analysis101 topic
- Convex Optimization82 topics
- Regularization71 topic
- Variable Selection71 topic
- Deep Learning62 topics
- Compressed Sensing51 topic
- Sparse Representation51 topic
- Bayesian Modeling41 topic
- Distributed Detection41 topic
- Multiple Imputation41 topic
- Wireless Sensor Networks41 topic
- Image Denoising31 topic
- Long-Range Interactions31 topic
- Nonextensive Statistical Mechanics31 topic
- Random Projections31 topic
- Sparse Representations31 topic
- Stochastic Gradient Descent31 topic
Where does Subhrajyoty Roy work?
Subhrajyoty Roy's main affiliation in the publication record is Indian Statistical Institute, India.
How many publications and citations does Subhrajyoty Roy have?
OpenAlex counts 31 works and 24 citations for Subhrajyoty Roy, an h-index of 3, ranking #5,360,816 of 7,710,434 researchers worldwide on the quality 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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