Hanna Wallach
Hanna Wallach publishes mostly in Artificial Intelligence, Safety Research and General Social Sciences, on topics such as Adversarial Robustness in Machine Learning, Explainable Artificial Intelligence (XAI) and Machine Learning and Data Classification.
- World rank
- #64,171 of 1,633,909 ranked researchers
- Rank in United States
- #29,119 of 358,040
- Works
- 36
- Citations
- 229
- Citations per work
- 6.4
What does Hanna Wallach 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
- 2Safety Research8% of their works
- 3General Social Sciences8% of their works
- 4Information Systems4% of their works
- 5Cultural Studies4% of their works
- 6Computational Mathematics4% of their works
Research topics
Which keywords describe Hanna Wallach's research?
The keywords of their largest research topics: Machine Learning, Deep Neural Networks, Big Data, Deep Learning, Neural Networks, Adversarial Examples, Interpretable Models and Machine Learning Interpretability.
- Word Representation
- Opinion Mining
- Machine Translation
- Social Science Research
- Hyperparameter Optimization
- Ethics
- Topic Modeling
- Machine Learning Interpretability
- Adversarial Examples
- Deep Learning
- Deep Neural Networks
- Machine Learning
- Big Data
- Neural Networks
- Interpretable Models
- Robustness
- Computational Text Analysis
- Fairness
- Noisy Labels
- Clustering
- Mixture Models
- Sentiment Analysis
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 22 words, with their numbers
- Machine Learning84 topics
- Deep Neural Networks52 topics
- Big Data42 topics
- Deep Learning42 topics
- Neural Networks42 topics
- Adversarial Examples31 topic
- Interpretable Models31 topic
- Machine Learning Interpretability31 topic
- Robustness31 topic
- Topic Modeling32 topics
- Computational Text Analysis21 topic
- Ethics21 topic
- Fairness21 topic
- Hyperparameter Optimization21 topic
- Noisy Labels21 topic
- Social Science Research21 topic
- Clustering11 topic
- Machine Translation11 topic
- Mixture Models11 topic
- Opinion Mining11 topic
- Sentiment Analysis11 topic
- Word Representation11 topic
Where does Hanna Wallach work?
Hanna Wallach's main affiliation in the publication record is Microsoft (United States), United States.
How many publications and citations does Hanna Wallach have?
Science Explorer counts 36 works and 229 citations for Hanna Wallach, ranking #64,171 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.