Varun Kumar
Varun Kumar publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Information Systems, on topics such as Topic Modeling, Natural Language Processing Techniques and Software Engineering Research.
- World rank
- #1,656,773 of 7,710,434 ranked researchers
- Rank in United States
- #513,749 of 1,627,098
- Works
- 53
- Citations
- 434
- Citations per work
- 8.2
What does Varun Kumar research?
Varun Kumar's work is mostly in Computer Science (62%), Biochemistry, Genetics and Molecular Biology (3%).
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 Sciences3362.0%
- Computer Science3362.0%
- Everything else1935.3%
- Life Sciences12.7%
- 1Artificial Intelligence41% of their works
- 2Computer Vision and Pattern Recognition9% of their works
- 3Information Systems7% of their works
- 4Molecular Biology3% of their works
- 5Signal Processing3% of their works
- 6Computer Networks and Communications2% of their works
Research topics
Which keywords describe Varun Kumar's research?
The keywords of their largest research topics: Neural Networks, Machine Translation, Word Representation, Machine Learning, Neural Machine Translation, Statistical Machine Translation, Deep Learning and Code Clone Detection.
- Speaker Verification
- Acoustic Modeling
- Object Detection
- Image Recognition
- Adversarial Examples
- Deep Neural Networks
- Code Clone Detection
- Statistical Machine Translation
- Machine Learning
- Machine Translation
- Neural Networks
- Word Representation
- Neural Machine Translation
- Deep Learning
- Convolutional Neural Networks
- Refactoring
- Hyperparameter Optimization
- Noisy Labels
- Robustness
- Readability Assessment
- Text Simplification
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. The words come from the keyword list OpenAlex gives each topic, not from the text of the papers, so a word can appear that none of the papers uses.
All 21 words, with their numbers
- Neural Networks223 topics
- Machine Translation151 topic
- Word Representation151 topic
- Machine Learning143 topics
- Neural Machine Translation121 topic
- Statistical Machine Translation121 topic
- Deep Learning82 topics
- Code Clone Detection71 topic
- Convolutional Neural Networks72 topics
- Deep Neural Networks72 topics
- Refactoring71 topic
- Adversarial Examples41 topic
- Hyperparameter Optimization41 topic
- Image Recognition41 topic
- Noisy Labels41 topic
- Object Detection41 topic
- Robustness41 topic
- Acoustic Modeling31 topic
- Readability Assessment31 topic
- Speaker Verification31 topic
- Text Simplification31 topic
Where does Varun Kumar work?
Varun Kumar's main affiliation in the publication record is Amazon (United States), United States.
How many publications and citations does Varun Kumar have?
OpenAlex counts 53 works and 434 citations for Varun Kumar, an h-index of 11, ranking #1,656,773 of 7,710,434 researchers worldwide on the quality score.
Ranked on field-normalised citation 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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