Aaron Roth
California University of Pennsylvania(US)University of Pennsylvania(US)Philadelphia University(US)
Publications by Year
Research Areas
Privacy-Preserving Technologies in Data, Auction Theory and Applications, Cryptography and Data Security, Advanced Bandit Algorithms Research, Stochastic Gradient Optimization Techniques
Most-Cited Works
- → The Algorithmic Foundations of Differential Privacy(2014)3,992 cited
- → Fairness in Criminal Justice Risk Assessments: The State of the Art(2018)979 cited
- → A learning theory approach to non-interactive database privacy(2008)521 cited
- → A snapshot of the frontiers of fairness in machine learning(2020)334 cited
- → The reusable holdout: Preserving validity in adaptive data analysis(2015)311 cited
- → Preventing Fairness Gerrymandering: Auditing and Learning for Subgroup Fairness(2017)303 cited
- → Differential Privacy: An Economic Method for Choosing Epsilon