Kareem Amin
- Learning Prices for Repeated Auctions with Strategic Buyers
2013/11/26 by Kareem Amin, Amin, Kareem, Afshin Rostamizadeh +3 · 8 citations
Decision Sciences · #Advanced Bandit Algorithms Research #Auction Theory and Applications #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Game Theory and Applications #Machine Learning (cs.LG)
- Private prediction for large-scale synthetic text generation
2024/07/16 by Kareem Amin, Alex Bie, Amin, Kareem +13 · 9 citations
Computer Science · #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Recommender Systems and Techniques
- Escaping Collapse: The Strength of Weak Data for Large Language Model Training
2025/02/13 by Kareem Amin, Sara Babakniya, Amin, Kareem +9 · 2 voices · 1 citation
Computer Science · #Topic Modeling #Natural Language Processing Techniques
- Easy Differentially Private Linear Regression
2022/08/15 by Kareem Amin, Amin, Kareem, Matthew Joseph +5 · 1 citation
Computer Science · #Privacy-Preserving Technologies in Data #Adversarial Robustness in Machine Learning #Machine Learning and Data Classification
- Clustering and Median Aggregation Improve Differentially Private Inference
2025/06/05 by Kareem Amin, Salman Avestimehr, Amin, Kareem +10 · 2 citations
Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Topic Modeling