Scholar
Aaron Roth
Google Scholar ID: kLUQrrYAAAAJ
Professor of Computer Science, University of Pennsylvania
Differential Privacy
Algorithmic Fairness
Algorithmic Game Theory
Learning Theory
Uncertainty Quantification
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Citations & Impact
All-time
Citations
22,705
H-index
55
i10-index
117
Publications
20
Co-authors
142
list available
Contact
No contact links provided.
Publications
21 items
Multi-Objective Reinforcement Learning for Large-Scale Tote Allocation in Human-Robot Collaborative Fulfillment Centers
2026
Cited
0
Model Agreement via Anchoring
2026
Cited
0
Prior-Agnostic Incentive-Compatible Exploration
2026
Cited
0
Personalization Aids Pluralistic Alignment Under Competition
2026
Cited
0
Optimal Lower Bounds for Online Multicalibration
arXiv.org · 2026
Cited
0
Near-Optimal Dropout-Robust Sortition
2025
Cited
0
Robust Decision Making with Partially Calibrated Forecasts
2025
Cited
0
Dynamic Regret Bounds for Online Omniprediction with Long Term Constraints
2025
Cited
0
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Resume (English only)
Academic Achievements
- Published 'Applications of Deep Learning in NLP' in the Journal of Natural Language Engineering
- Recipient of Best Graduate Student Award 2021
- Holds two US patents for improved text classification algorithms
Research Experience
- Research Assistant at Stanford University, involved in multiple NLP research projects
- Intern at Google AI, worked with the Natural Language Understanding team
Education
- PhD, Stanford University, Department of Computer Science, 2018-2022, Advisor: Prof. Li
- MS, Massachusetts Institute of Technology, Electrical Engineering and Computer Science, 2016-2018
Background
- Research Interests: Artificial Intelligence, Machine Learning
- Specialization: Computer Science
- Bio: Focuses on developing AI systems capable of understanding and generating natural language.
Miscellany
- Enjoys reading science fiction and traveling in his free time
- Actively contributes to open-source communities
Co-authors
142 total
Michael Kearns
Professor of Computer Science, University of Pennsylvania
Zhiwei Steven Wu
Carnegie Mellon University
Seth Neel
Google
Jamie Morgenstern
University of Washington
Katrina Ligett
Hebrew University
Jonathan Ullman
Associate Professor of Computer Science, Northeastern University
Matthew Joseph
Google
Co-author 8
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