Edward Kim
Edward Kim publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Software, on topics such as Machine Learning and Data Classification, Advanced Neural Network Applications and Neural Networks and Applications.
- World rank
- #886,800 of 1,633,909 ranked researchers
- Rank in United States
- #244,632 of 358,040
- Works
- 27
- Citations
- 83
- Citations per work
- 3.1
What does Edward Kim research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence39% of their works
- 2Computer Vision and Pattern Recognition22% of their works
- 3Software5% of their works
- 4Computational Theory and Mathematics5% of their works
- 5Developmental and Educational Psychology5% of their works
- 6Computer Science Applications2% of their works
Research topics
- Machine Learning and Data Classification
- Advanced Neural Network Applications
- Neural Networks and Applications
- Adversarial Robustness in Machine Learning
- Explainable Artificial Intelligence (XAI)
- Formal Methods in Verification
- Advanced Image and Video Retrieval Techniques
- Natural Language Processing Techniques
Which keywords describe Edward Kim's research?
The keywords of their largest research topics: Deep Learning, Deep Neural Networks, Neural Networks, Convolutional Neural Networks, Hyperparameter Optimization, Image Recognition, Noisy Labels and Adversarial Examples.
- Neural Machine Translation
- Self-Organizing Maps
- Model Checking
- Local Descriptors
- Feature Matching
- Adversarial Examples
- Image Recognition
- Convolutional Neural Networks
- Deep Neural Networks
- Deep Learning
- Neural Networks
- Hyperparameter Optimization
- Noisy Labels
- Backpropagation Learning
- Interpretable Models
- Machine Learning Interpretability
- Robustness
- Symbolic Model Checker
- Statistical Machine Translation
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 Learning94 topics
- Deep Neural Networks52 topics
- Neural Networks42 topics
- Convolutional Neural Networks31 topic
- Hyperparameter Optimization31 topic
- Image Recognition31 topic
- Noisy Labels31 topic
- Adversarial Examples21 topic
- Backpropagation Learning21 topic
- Feature Matching21 topic
- Interpretable Models21 topic
- Local Descriptors21 topic
- Machine Learning Interpretability21 topic
- Model Checking21 topic
- Robustness21 topic
- Self-Organizing Maps21 topic
- Symbolic Model Checker21 topic
- Neural Machine Translation11 topic
- Statistical Machine Translation11 topic
Where does Edward Kim work?
Edward Kim's main affiliation in the publication record is University of California, Berkeley, United States.
How many publications and citations does Edward Kim have?
Science Explorer counts 27 works and 83 citations for Edward Kim, ranking #886,800 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.
Other researchers named Edward Kim
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