Alex Bie

1. 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
2. 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
3. Private Distribution Learning with Public Data: The View from Sample Compression
   2023/08/11 by Shai Ben-David, Ben-David, Shai, Alex Bie +7 · 1 citation
   Computer Science · #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Privacy-Preserving Technologies in Data
4. Parametric Feature Transfer: One-shot Federated Learning with Foundation Models
   2024/02/02 by Mahdi Beitollahi, Beitollahi, Mahdi, Alex Bie +11 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
5. Clustering and Median Aggregation Improve Differentially Private Inference
   2025/06/05 by Kareem Amin, Amin, Kareem, Salman Avestimehr +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