Nathalie Baracaldo
Nathalie Baracaldo publishes mostly in Artificial Intelligence, Information Systems and Sociology and Political Science, on topics such as Privacy-Preserving Technologies in Data, Privacy, Security, and Data Protection and Adversarial Robustness in Machine Learning.
- World rank
- #128,026 of 1,633,909 ranked researchers
- Rank in United States
- #54,702 of 358,040
- Works
- 27
- Citations
- 298
- Citations per work
- 11.0
What does Nathalie Baracaldo research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence58% of their works
- 2Information Systems12% of their works
- 3Sociology and Political Science12% of their works
- 4Safety Research7% of their works
- 5Computer Vision and Pattern Recognition5% of their works
- 6Computer Science Applications2% of their works
Research topics
- Privacy-Preserving Technologies in Data
- Privacy, Security, and Data Protection
- Adversarial Robustness in Machine Learning
- Stochastic Gradient Optimization Techniques
- Ethics and Social Impacts of AI
- Cryptography and Data Security
- Anomaly Detection Techniques and Applications
- Explainable Artificial Intelligence (XAI)
Which keywords describe Nathalie Baracaldo's research?
The keywords of their largest research topics: Machine Learning, Surveillance, Deep Learning, Neural Networks, Differential Privacy, Federated Learning, Online Social Networks and Privacy Concerns.
- Unsupervised
- Interpretable Models
- Homomorphic Encryption
- Stochastic Gradient Descent
- Random Projections
- Ethics
- Privacy Concerns
- Federated Learning
- Neural Networks
- Surveillance
- Machine Learning
- Deep Learning
- Differential Privacy
- Online Social Networks
- Adversarial Examples
- Fairness
- Robustness
- Anomaly Detection
- Identity-Based Encryption
- Machine Learning Interpretability
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
- Machine Learning133 topics
- Surveillance93 topics
- Deep Learning83 topics
- Neural Networks83 topics
- Differential Privacy71 topic
- Federated Learning71 topic
- Online Social Networks41 topic
- Privacy Concerns41 topic
- Adversarial Examples31 topic
- Ethics31 topic
- Fairness31 topic
- Random Projections31 topic
- Robustness31 topic
- Stochastic Gradient Descent31 topic
- Anomaly Detection21 topic
- Homomorphic Encryption21 topic
- Identity-Based Encryption21 topic
- Interpretable Models21 topic
- Machine Learning Interpretability21 topic
- Unsupervised21 topic
Where does Nathalie Baracaldo work?
Nathalie Baracaldo's main affiliation in the publication record is IBM Research - Almaden, United States.
How many publications and citations does Nathalie Baracaldo have?
Science Explorer counts 27 works and 298 citations for Nathalie Baracaldo, ranking #128,026 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.