Statements (72)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:physicist
|
| gptkbp:affiliation |
gptkb:University_of_Pennsylvania
|
| gptkbp:awards |
gptkb:NSF_CAREER_Award
Best Paper Award at NeurIPS |
| gptkbp:education |
Ph.D._in_Computer_Science
|
| gptkbp:field |
Artificial Intelligence
Machine Learning Theoretical_Computer_Science |
| https://www.w3.org/2000/01/rdf-schema#label |
Aaron Roth
|
| gptkbp:knownFor |
Differential Privacy
|
| gptkbp:notableWork |
Algorithmic Fairness
|
| gptkbp:publications |
gptkb:Machine_Learning_with_Differential_Privacy
Algorithmic Mechanism Design Privacy-Preserving Data Analysis Privacy and Security in Machine Learning Privacy and Machine Learning Privacy and Fairness in Algorithmic Decision Making Algorithmic Fairness and Privacy Differentially Private Learning Ethics of AI and Machine Learning Fairness in AI and Machine Learning Learning with Privacy Constraints The Algorithmic Foundations of Differential Privacy Privacy and Accountability in AI Privacy and Data Ethics Privacy and Ethics in AI Privacy and Fairness in AI Algorithms Privacy and Fairness in AI Frameworks Privacy and Fairness in AI Models Privacy and Fairness in Algorithmic Frameworks Privacy and Fairness in Algorithmic Systems Privacy and Fairness in Computational Frameworks Privacy and Fairness in Computational Models Privacy and Fairness in Machine Learning Models Privacy and Fairness in Statistical Frameworks Privacy and Fairness in Statistical Models Privacy and Fairness in Statistical Research Privacy and Trust in AI Privacy in Algorithmic Decision Making Privacy in Data Mining Privacy in the Age of AI Privacy-Preserving Machine Learning The Intersection of Privacy and Fairness The Price of Fairness The Role of Privacy in Machine Learning Privacy and Fairness in Machine Learning Frameworks Fairness_and_Abstraction_in_Sociotechnical_Systems Theoretical_Foundations_of_Differential_Privacy Fairness_in_Machine_Learning Data-Driven_Decision_Making_with_Privacy_Constraints Privacy_and_Fairness_in_Machine_Learning_Algorithms Machine_Learning_and_Privacy Privacy_and_Fairness_in_AI_Research Privacy_and_Fairness_in_AI_Systems Privacy_and_Fairness_in_Computational_Research Privacy_and_Fairness_in_Data_Mining_Algorithms Privacy_and_Fairness_in_Data_Mining_Models Privacy_and_Fairness_in_Data_Science Privacy_and_Fairness_in_Data_Science_Algorithms Privacy_and_Fairness_in_Data_Science_Models Privacy_and_Fairness_in_Data_Science_Research Privacy_and_Fairness_in_Machine_Learning Privacy_and_Fairness_in_Machine_Learning_Research Privacy_and_Fairness_in_Machine_Learning_Systems Privacy_and_Security_in_AI_Systems Privacy_in_AI_Systems The_Future_of_Privacy_in_Machine_Learning Statistical_Learning_Theory_and_Differential_Privacy |
| gptkbp:researchInterest |
Game Theory
Privacy in Machine Learning Algorithm_Design |
| gptkbp:studentSupportServices |
gptkb:Michael_Kearns
|