Rahul Nair
Rahul Nair publishes mostly in Artificial Intelligence, Management Science and Operations Research and Sociology and Political Science, on topics such as Explainable Artificial Intelligence (XAI), Adversarial Robustness in Machine Learning and Bayesian Modeling and Causal Inference.
- World rank
- #1,599,872 of 1,633,909 ranked researchers
- Rank in Ireland
- #4,418 of 4,477
- Works
- 16
- Citations
- 7
- Citations per work
- 0.4
What does Rahul Nair research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence29% of their works
- 2Management Science and Operations Research14% of their works
- 3Sociology and Political Science10% of their works
- 4Signal Processing5% of their works
- 5Epidemiology5% of their works
- 6Surgery5% of their works
Research topics
Which keywords describe Rahul Nair's research?
The keywords of their largest research topics: Deep Neural Networks, Classification, Interpretable Models, Machine Learning, Machine Learning Interpretability, Adversarial Examples, Bayesian Networks and Causal Inference.
- SMOTE
- Noisy Labels
- Hyperparameter Optimization
- GPS Trajectories
- Deep Learning
- Causal Inference
- Adversarial Examples
- Machine Learning
- Classification
- Deep Neural Networks
- Interpretable Models
- Machine Learning Interpretability
- Bayesian Networks
- Data Mining
- Frequent Patterns
- Granular Computing
- Imbalanced Data
- Rough Sets
- Trajectory Data Mining
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
- Deep Neural Networks32 topics
- Classification22 topics
- Interpretable Models21 topic
- Machine Learning22 topics
- Machine Learning Interpretability21 topic
- Adversarial Examples11 topic
- Bayesian Networks11 topic
- Causal Inference11 topic
- Data Mining11 topic
- Deep Learning11 topic
- Frequent Patterns11 topic
- GPS Trajectories11 topic
- Granular Computing11 topic
- Hyperparameter Optimization11 topic
- Imbalanced Data11 topic
- Noisy Labels11 topic
- Rough Sets11 topic
- SMOTE11 topic
- Trajectory Data Mining11 topic
Where does Rahul Nair work?
Rahul Nair's main affiliation in the publication record is IBM Research - Ireland, Ireland.
How many publications and citations does Rahul Nair have?
Science Explorer counts 16 works and 7 citations for Rahul Nair, ranking #1,599,872 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.