Aaron Roth
University of Pennsylvania
H-index: 56
North America-United States
Top articles of Aaron Roth
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Multicalibration for Confidence Scoring in LLMs | arXiv preprint arXiv:2404.04689 | Gianluca Detommaso Martin Bertran Riccardo Fogliato Aaron Roth | 2024/4/6 |
Scalable membership inference attacks via quantile regression | Advances in Neural Information Processing Systems | Martin Bertran Shuai Tang Aaron Roth Michael Kearns Jamie H Morgenstern | 2024/2/13 |
Oracle efficient online multicalibration and omniprediction | Sumegha Garg Christopher Jung Omer Reingold Aaron Roth | 2024 | |
Repeated Contracting with Multiple Non-Myopic Agents: Policy Regret and Limited Liability | arXiv preprint arXiv:2402.17108 | Natalie Collina Varun Gupta Aaron Roth | 2024/2/27 |
An Elementary Predictor Obtaining Distance to Calibration | arXiv preprint arXiv:2402.11410 | Eshwar Ram Arunachaleswaran Natalie Collina Aaron Roth Mirah Shi | 2024/2/18 |
Diversified Ensembling: An Experiment in Crowdsourced Machine Learning | arXiv preprint arXiv:2402.10795 | Ira Globus-Harris Declan Harrison Michael Kearns Pietro Perona Aaron Roth | 2024/2/16 |
Forecasting for Swap Regret for All Downstream Agents | arXiv preprint arXiv:2402.08753 | Aaron Roth Mirah Shi | 2024/2/13 |
Wealth dynamics over generations: Analysis and interventions | Krishna Acharya Eshwar Ram Arunachaleswaran Sampath Kannan Aaron Roth Juba Ziani | 2023/2/8 | |
Balanced Filtering via Non-Disclosive Proxies | arXiv preprint arXiv:2306.15083 | Siqi Deng Emily Diana Michael Kearns Aaron Roth | 2023/6/26 |
High-dimensional prediction for sequential decision making | arXiv preprint arXiv:2310.17651 | Georgy Noarov Ramya Ramalingam Aaron Roth Stephan Xie | 2023/10/26 |
Multicalibration as boosting for regression | arXiv preprint arXiv:2301.13767 | Ira Globus-Harris Declan Harrison Michael Kearns Aaron Roth Jessica Sorrell | 2023/1/31 |
Reconciling Individual Probability Forecasts✱ | Aaron Roth Alexander Tolbert Scott Weinstein | 2023/6/12 | |
Oracle Efficient Algorithms for Groupwise Regret | arXiv preprint arXiv:2310.04652 | Krishna Acharya Eshwar Ram Arunachaleswaran Sampath Kannan Aaron Roth Juba Ziani | 2023/10/7 |
Reply to Sanchéz et al.: Multiplicity does not protect privacy | Proceedings of the National Academy of Sciences | Travis Dick Cynthia Dwork Michael Kearns Terrance Liu Aaron Roth | 2023/5/2 |
Multicalibrated regression for downstream fairness | Ira Globus-Harris Varun Gupta Christopher Jung Michael Kearns Jamie Morgenstern | 2023/8/8 | |
Generating relaxed synthetic data using adaptive projection | 2023/12/12 | ||
Improved differentially private regression via gradient boosting | arXiv preprint arXiv:2303.03451 | Shuai Tang Sergul Aydore Michael Kearns Saeyoung Rho Aaron Roth | 2023/3/6 |
The statistical scope of multicalibration | Georgy Noarov Aaron Roth | 2023/6/15 | |
Membership Inference Attacks on Diffusion Models via Quantile Regression | arXiv preprint arXiv:2312.05140 | Shuai Tang Zhiwei Steven Wu Sergul Aydore Michael Kearns Aaron Roth | 2023/12/8 |
Confidence-ranked reconstruction of census microdata from published statistics | Proceedings of the National Academy of Sciences | Travis Dick Cynthia Dwork Michael Kearns Terrance Liu Aaron Roth | 2023/2/21 |
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