David López-Paz
David López-Paz publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Statistical and Nonlinear Physics, on topics such as Adversarial Robustness in Machine Learning, Domain Adaptation and Few-Shot Learning and Machine Learning and Algorithms.
- World rank
- #912,658 of 1,633,909 ranked researchers
- Rank in Israel
- #6,099 of 8,450
- Works
- 19
- Citations
- 61
- Citations per work
- 3.2
What does David López-Paz research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence70% of their works
- 2Computer Vision and Pattern Recognition5% of their works
- 3Statistical and Nonlinear Physics5% of their works
- 4Safety Research5% of their works
- 5Signal Processing5% of their works
- 6Molecular Biology5% of their works
Research topics
Which keywords describe David López-Paz's research?
The keywords of their largest research topics: Deep Learning, Machine Learning, Neural Networks, Semi-Supervised Learning, Adversarial Examples, Domain Adaptation, Robustness and Transfer Learning.
- Word Representation
- Tularemia
- Machine Learning Interpretability
- Causal Inference
- Anthrax
- Gaussian Processes
- Transfer Learning
- Domain Adaptation
- Semi-Supervised Learning
- Machine Learning
- Deep Learning
- Neural Networks
- Adversarial Examples
- Robustness
- Active Learning
- Anomaly Detection
- Bayesian Networks
- Interpretable Models
- Machine Translation
- Unsupervised
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
- Deep Learning63 topics
- Machine Learning52 topics
- Neural Networks53 topics
- Semi-Supervised Learning52 topics
- Adversarial Examples31 topic
- Domain Adaptation31 topic
- Robustness31 topic
- Transfer Learning31 topic
- Active Learning21 topic
- Gaussian Processes21 topic
- Anomaly Detection11 topic
- Anthrax11 topic
- Bayesian Networks11 topic
- Causal Inference11 topic
- Interpretable Models11 topic
- Machine Learning Interpretability11 topic
- Machine Translation11 topic
- Tularemia11 topic
- Unsupervised11 topic
- Word Representation11 topic
Where does David López-Paz work?
David López-Paz's main affiliation in the publication record is Meta (Israel), Israel.
How many publications and citations does David López-Paz have?
Science Explorer counts 19 works and 61 citations for David López-Paz, ranking #912,658 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.