Sorelle A. Friedler
- Safety Research top 0.2%
- Artificial Intelligence top 1%
- Materials Chemistry top 5%
- Sociology and Political Science top 5%
- Electrical and Electronic Engineering
- Co-authors
- Suresh VenkatasubramanianCarlos ScheideggerMichael FeldmanJohn MoellerAlexander J. NorquistJoshua SchrierPhilip AdlerMatthias Zeller
- Topics
- Ethics and Social Impacts of AI (8 papers)Machine Learning in Materials Science (3 papers)Computational Geometry and Mesh Generation (2 papers)
- Partner nations
- United StatesUnited KingdomTürkiye
In The Last Decade
Sorelle A. Friedler
26 papers receiving 2.9k citations
Hit Papers
Peers
Comparison fields: 5 of 162
- Safety Research 1.1k
- Artificial Intelligence 1.0k
- Materials Chemistry 922
- Sociology and Political Science 282
- Electrical and Electronic Engineering 273
Countries citing papers authored by Sorelle A. Friedler
This map shows the geographic impact of Sorelle A. Friedler's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Sorelle A. Friedler with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Sorelle A. Friedler more than expected).
Fields of papers citing papers by Sorelle A. Friedler
This network shows the impact of papers produced by Sorelle A. Friedler. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Sorelle A. Friedler. The network helps show where Sorelle A. Friedler may publish in the future.
Co-authorship network of co-authors of Sorelle A. Friedler
This figure shows the co-authorship network connecting the top 25 collaborators of Sorelle A. Friedler. A scholar is included among the top collaborators of Sorelle A. Friedler based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Sorelle A. Friedler. Sorelle A. Friedler is excluded from the visualization to improve readability, since they are connected to all nodes in the network.
All Works
| # | Work | Indexed citations |
|---|---|---|
| 1 | 7 | |
| 2 | 4 | |
| 3 | 3 | |
| 4 | 6 | |
| 5 | 15 | |
| 6 | 3 | |
| 7 | Shapley Residuals: Quantifying the limits of the Shapley value for explanations | 19 |
| 8 | The (Im)possibility of fairnessbreakdown → | 137 |
| 9 | 18 | |
| 10 | Disentangling Influence: Using disentangled representations to audit model predictions | 2 |
| 11 | Fairness and Abstraction in Sociotechnical Systemsbreakdown → | 589 |
| 12 | 2 | |
| 13 | 16 | |
| 14 | Fairness and Abstraction in Sociotechnical Systems | 2 |
| 15 | Decision making with limited feedback:Error bounds for predictive policing and recidivism prediction | 5 |
| 16 | Hiring by Algorithm: Predicting and Preventing Disparate Impact | 18 |
| 17 | Machine-learning-assisted materials discovery using failed experimentsbreakdown → | 1251 |
| 18 | Certifying and Removing Disparate Impactbreakdown → | 838 |
| 19 | 9 | |
| 20 | 8 |
About Sorelle A. Friedler
Sorelle A. Friedler is a scholar working on Safety Research, Computer Graphics and Computer-Aided Design and Computer Science Applications, having authored 26 papers that have together received 3.0k indexed citations. Recurring topics across this work include Ethics and Social Impacts of AI (8 papers), Machine Learning in Materials Science (3 papers) and Computational Geometry and Mesh Generation (2 papers). The work is most often cited by research in Health Informatics (178 citations), Safety Research (1.1k citations) and Artificial Intelligence (1.0k citations). Sorelle A. Friedler has collaborated with scholars based in United States, United Kingdom and Türkiye. Frequent co-authors include Suresh Venkatasubramanian, Carlos Scheidegger, Michael Feldman, John Moeller, Alexander J. Norquist, Joshua Schrier, Philip Adler, Matthias Zeller, Aurelio Mollo and Paul Raccuglia. Their work appears in journals such as Nature, The Journal of Chemical Physics and Communications of the ACM.
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.