Debayan Gupta
Debayan Gupta publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Information Systems, on topics such as Cryptography and Data Security, Privacy-Preserving Technologies in Data and Adversarial Robustness in Machine Learning.
- World rank
- #1,450,455 of 7,710,434 ranked researchers
- Rank in India
- #22,731 of 280,097
- Works
- 79
- Citations
- 367
- Citations per work
- 4.6
What does Debayan Gupta research?
Debayan Gupta's work is mostly in Computer Science (56%), Biochemistry, Genetics and Molecular Biology (4%), Social Sciences (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 Sciences4455.7%
- Computer Science4455.7%
- Everything else3037.4%
- Life Sciences33.7%
- Social Sciences33.2%
- Social Sciences33.2%
- 1Artificial Intelligence34% of their works
- 2Computer Vision and Pattern Recognition13% of their works
- 3Information Systems6% of their works
- 4Molecular Biology4% of their works
- 5Sociology and Political Science3% of their works
- 6Computational Theory and Mathematics3% of their works
Research topics
- Cryptography and Data Security
- Privacy-Preserving Technologies in Data
- Adversarial Robustness in Machine Learning
- Advanced Image and Video Retrieval Techniques
- Ethics and Social Impacts of AI
- Domain Adaptation and Few-Shot Learning
- Security and Verification in Computing
- Stochastic Gradient Optimization Techniques
Which keywords describe Debayan Gupta's research?
The keywords of their largest research topics: Machine Learning, Deep Learning, Neural Networks, Homomorphic Encryption, Identity-Based Encryption, Differential Privacy, Federated Learning and Adversarial Examples.
- Stochastic Gradient Descent
- Security Policies
- Domain Adaptation
- Feature Matching
- Ethics
- Adversarial Examples
- Differential Privacy
- Homomorphic Encryption
- Deep Learning
- Machine Learning
- Neural Networks
- Identity-Based Encryption
- Federated Learning
- Robustness
- Fairness
- Local Descriptors
- Random Projections
- Side-Channel Attacks
- Transfer Learning
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
- Machine Learning253 topics
- Deep Learning203 topics
- Neural Networks142 topics
- Homomorphic Encryption121 topic
- Identity-Based Encryption121 topic
- Differential Privacy101 topic
- Federated Learning101 topic
- Adversarial Examples91 topic
- Robustness91 topic
- Ethics61 topic
- Fairness61 topic
- Feature Matching61 topic
- Local Descriptors61 topic
- Domain Adaptation51 topic
- Random Projections51 topic
- Security Policies51 topic
- Side-Channel Attacks51 topic
- Stochastic Gradient Descent51 topic
- Transfer Learning51 topic
Where does Debayan Gupta work?
Debayan Gupta's main affiliation in the publication record is Ashoka University, India.
How many publications and citations does Debayan Gupta have?
OpenAlex counts 79 works and 367 citations for Debayan Gupta, an h-index of 9, ranking #1,450,455 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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