Sorelle A. Friedler
Sorelle A. Friedler publishes mostly in Artificial Intelligence, Safety Research and Statistical and Nonlinear Physics, on topics such as Ethics and Social Impacts of AI, Explainable Artificial Intelligence (XAI) and Adversarial Robustness in Machine Learning.
- World rank
- #42,575 of 1,633,909 ranked researchers
- Rank in United States
- #19,684 of 358,040
- Works
- 30
- Citations
- 1.1k
- Citations per work
- 35.7
What does Sorelle A. Friedler research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence31% of their works
- 2Safety Research17% of their works
- 3Statistical and Nonlinear Physics11% of their works
- 4Management Science and Operations Research6% of their works
- 5Computer Science Applications6% of their works
- 6Electrical and Electronic Engineering6% of their works
Research topics
Which keywords describe Sorelle A. Friedler's research?
The keywords of their largest research topics: Machine Learning, Ethics, Fairness, Interpretable Models, Machine Learning Interpretability, Network Dynamics, Social Influence and Neural Networks.
- Word Representation
- Neural Machine Translation
- Scale-Free Networks
- Deep Learning
- Causal Inference
- Bayesian Networks
- Neural Networks
- Network Dynamics
- Interpretable Models
- Ethics
- Machine Learning
- Fairness
- Machine Learning Interpretability
- Social Influence
- Adversarial Examples
- Bounded Confidence
- Community Structure
- Opinion Dynamics
- Machine Translation
- 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 20 words, with their numbers
- Machine Learning82 topics
- Ethics61 topic
- Fairness61 topic
- Interpretable Models51 topic
- Machine Learning Interpretability51 topic
- Network Dynamics42 topics
- Social Influence42 topics
- Neural Networks32 topics
- Adversarial Examples21 topic
- Bayesian Networks21 topic
- Bounded Confidence21 topic
- Causal Inference21 topic
- Community Structure21 topic
- Deep Learning21 topic
- Opinion Dynamics21 topic
- Scale-Free Networks21 topic
- Machine Translation11 topic
- Neural Machine Translation11 topic
- Statistical Machine Translation11 topic
- Word Representation11 topic
Where does Sorelle A. Friedler work?
Sorelle A. Friedler's main affiliation in the publication record is Haverford College, United States.
How many publications and citations does Sorelle A. Friedler have?
Science Explorer counts 30 works and 1,070 citations for Sorelle A. Friedler, ranking #42,575 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.