Amin, Kareem
- Learning Prices for Repeated Auctions with Strategic Buyers
2013/11/26 by Kareem Amin, Amin, Kareem, Afshin Rostamizadeh +3 · 9 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
- Learning with User-Level Privacy
2021/02/23 by Levy, Daniel, Sun, Ziteng, Amin, Kareem +4 · 4 citations
#Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC)
- Budget Optimization for Sponsored Search: Censored Learning in MDPs
2012/10/16 by Kareem Amin, Michael Kearns, Amin, Kareem +5 · 2 citations
Business, Management and Accounting · Decision Sciences · #Advanced Bandit Algorithms Research #Auction Theory and Applications #Computer Science and Game Theory (cs.GT) #Consumer Market Behavior and Pricing #FOS: Computer and information sciences
- Towards Resolving Unidentifiability in Inverse Reinforcement Learning
2016/01/25 by Amin, Kareem, Singh, Satinder · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- Learning-Augmented Private Algorithms for Multiple Quantile Release
2022/10/20 by Khodak, Mikhail, Amin, Kareem, Dick, Travis +1 · 3 citations
#Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Plume: Differential Privacy at Scale
2022/01/27 by Amin, Kareem, Gillenwater, Jennifer, Joseph, Matthew +2 · 1 citation
#Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- Escaping Collapse: The Strength of Weak Data for Large Language Model Training
2025/02/13 by Kareem Amin, Amin, Kareem, Sara Babakniya +9 · 2 voices · 1 citation
Computer Science · #Topic Modeling #Natural Language Processing Techniques
- Easy Differentially Private Linear Regression
2022/08/15 by Kareem Amin, Matthew Joseph, Amin, Kareem +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