Aaron Roth
- Computer Science Applications top 0.1%
- Artificial Intelligence top 0.05%
- Privacy-Preserving Technologies in Data 54
- Cryptography and Data Security 22
- Health Informatics top 0.5%
- Safety Research top 0.5%
- Ethics and Social Impacts of AI 13
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- Auction Theory and Applications 31
- Advanced Bandit Algorithms Research 11
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- Game Theory and Voting Systems 14
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- Complexity and Algorithms in Graphs 11
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- Parallel Computing and Optimization Techniques 11
- Co-authors
- Cynthia DworkMichael KearnsKatrina LigettArpita GhoshAvrim BlumShahin JabbariHoda HeidariRichard A. Berk
- Journals
- Proceedings of the ACM on Programming Languages (3 papers)Communications of the ACM (3 papers)Proceedings of the National Academy of Sciences (2 papers)
- Partner nations
- United StatesUnited KingdomIsrael
In The Last Decade
Aaron Roth
111 papers receiving 7.5k citations
Hit Papers
Peers
Comparison fields: 5 of 138
- Computer Science Applications 1.3k
- Artificial Intelligence 6.0k
- Health Informatics 238
- Safety Research 795
- Management Science and Operations Research 820
Countries citing papers authored by Aaron Roth
This map shows the geographic impact of Aaron Roth'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 Aaron Roth with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Aaron Roth more than expected).
Fields of papers citing papers by Aaron Roth
This network shows the impact of papers produced by Aaron Roth. 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 Aaron Roth. The network helps show where Aaron Roth may publish in the future.
Co-authorship network
The 25 scholars most cited alongside Aaron Roth, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
| # | Work | ||
|---|---|---|---|
| 1 | 2023 | 2 | |
| 2 | 2023 | 1 | |
| 3 | 2021 | 1 | |
| 4 | Descent-to-Delete: Gradient-Based Methods for Machine Unlearning | 2020 | 4 |
| 5 | Differentially Private Objective Perturbation: Beyond Smoothness and Convexity | 2019 | 1 |
| 6 | Eliciting and Enforcing Subjective Individual Fairness. | 2019 | 13 |
| 7 | Average Individual Fairness: Algorithms, Generalization and Experiments | 2019 | 10 |
| 8 | Online Learning with an Unknown Fairness Metric | 2018 | 4 |
| 9 | Meritocratic fairness for cross-population selection | 2017 | 13 |
| 10 | Preventing Fairness Gerrymandering: Auditing and Learning for Subgroup Fairness | 2017 | 25 |
| 11 | 2017 | 10 | |
| 12 | Tight policy regret bounds for improving and decaying bandits | 2016 | 5 |
| 13 | 2016 | 9 | |
| 14 | 2016 | 5 | |
| 15 | Fair Learning in Markovian Environments. | 2016 | 7 |
| 16 | Learning from Rational Behavior: Predicting Solutions to Unknown Linear Programs | 2016 | 4 |
| 17 | Fairness in learning: classic and contextual bandits | 2016 | 21 |
| 18 | 2015 | 6 | |
| 19 | 2010 | 8 | |
| 20 | The Median Mechanism: Interactive and Efficient Privacy with Multiple Queries | 2009 | 10 |
About Aaron Roth
Aaron Roth is a scholar working on Management Science and Operations Research, Artificial Intelligence and Computer Science Applications, having authored 116 papers that have together received 7.8k indexed citations. Recurring topics across this work include Privacy-Preserving Technologies in Data (54 papers), Auction Theory and Applications (31 papers), Cryptography and Data Security (22 papers), Game Theory and Voting Systems (14 papers), Ethics and Social Impacts of AI (13 papers), Complexity and Algorithms in Graphs (11 papers), Parallel Computing and Optimization Techniques (11 papers) and Advanced Bandit Algorithms Research (11 papers). The work is most often cited by research in Computer Science Applications (1.3k citations), Artificial Intelligence (6.0k citations) and Health Informatics (238 citations). Aaron Roth has collaborated with scholars based in United States, United Kingdom and Israel. Frequent co-authors include Cynthia Dwork, Michael Kearns, Katrina Ligett, Arpita Ghosh, Avrim Blum, Shahin Jabbari, Hoda Heidari, Richard A. Berk, Alexandra Chouldechova and Moritz Hardt. Their work appears in journals such as Proceedings of the ACM on Programming Languages, Communications of the ACM, Proceedings of the National Academy of Sciences, Journal of the Royal Statistical Society Series B (Statistical Methodology) and Games and Economic Behavior.
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.