Ekin D. Cubuk
Ekin D. Cubuk publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Materials Chemistry, on topics such as Advanced Neural Network Applications, Adversarial Robustness in Machine Learning and Machine Learning in Materials Science.
- World rank
- #24,873 of 1,633,909 ranked researchers
- Rank in United States
- #11,664 of 358,040
- Works
- 36
- Citations
- 1.6k
- Citations per work
- 45.3
What does Ekin D. Cubuk 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
- 2Computer Vision and Pattern Recognition26% of their works
- 3Materials Chemistry19% of their works
- 4Electrical and Electronic Engineering7% of their works
- 5Biomedical Engineering2% of their works
- 6Condensed Matter Physics2% of their works
Research topics
- Advanced Neural Network Applications
- Adversarial Robustness in Machine Learning
- Machine Learning in Materials Science
- Anomaly Detection Techniques and Applications
- Domain Adaptation and Few-Shot Learning
- Electronic and Structural Properties of Oxides
- Explainable Artificial Intelligence (XAI)
- Machine Learning and Data Classification
Which keywords describe Ekin D. Cubuk's research?
The keywords of their largest research topics: Deep Learning, Machine Learning, Neural Networks, Convolutional Neural Networks, Image Recognition, Adversarial Examples, High-Throughput and Materials Informatics.
- Machine Learning Interpretability
- Hyperparameter Optimization
- Oxide Interfaces
- Unsupervised
- Domain Adaptation
- Robustness
- Materials Informatics
- Adversarial Examples
- Convolutional Neural Networks
- Machine Learning
- Deep Learning
- Neural Networks
- Image Recognition
- High-Throughput
- Meta-Learning
- Anomaly Detection
- Transfer Learning
- Deep Neural Networks
- Two-Dimensional Electron Gases
- Interpretable Models
- Noisy Labels
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 21 words, with their numbers
- Deep Learning133 topics
- Machine Learning82 topics
- Neural Networks72 topics
- Convolutional Neural Networks61 topic
- Image Recognition61 topic
- Adversarial Examples41 topic
- High-Throughput41 topic
- Materials Informatics41 topic
- Meta-Learning42 topics
- Robustness41 topic
- Anomaly Detection31 topic
- Domain Adaptation31 topic
- Transfer Learning31 topic
- Unsupervised31 topic
- Deep Neural Networks22 topics
- Oxide Interfaces21 topic
- Two-Dimensional Electron Gases21 topic
- Hyperparameter Optimization11 topic
- Interpretable Models11 topic
- Machine Learning Interpretability11 topic
- Noisy Labels11 topic
Where does Ekin D. Cubuk work?
Ekin D. Cubuk's main affiliation in the publication record is Google (United States), United States.
How many publications and citations does Ekin D. Cubuk have?
Science Explorer counts 36 works and 1,630 citations for Ekin D. Cubuk, ranking #24,873 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.