Bie, Alex

1. Private prediction for large-scale synthetic text generation
   2024/07/16 by Kareem Amin, Amin, Kareem, Alex Bie +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 Estimation with Public Data
   2022/08/16 by Bie, Alex, Kamath, Gautam, Singhal, Vikrant · 1 citation
   #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
4. Understanding the Role of Layer Normalization in Label-Skewed Federated Learning
   2023/08/18 by Zhang, Guojun, Beitollahi, Mahdi, Bie, Alex +1 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
5. 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
6. Parametric Feature Transfer: One-shot Federated Learning with Foundation Models
   2024/02/02 by Mahdi Beitollahi, Alex Bie, Beitollahi, Mahdi +11 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
7. Distribution Learnability and Robustness
   2024/06/25 by Ben-David, Shai, Bie, Alex, Kamath, Gautam +1 · 2 citations
   #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistics Theory (math.ST)
8. 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