John Nguyen

1. Byte Latent Transformer: Patches Scale Better Than Tokens
   2024/12/13 by Artidoro Pagnoni, Ram Pasunuru, Pagnoni, Artidoro +27 · 17 voices · 43 citations
   Computer Science · #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling #cs.CL
2. Opacus: User-Friendly Differential Privacy Library in PyTorch
   2021/09/25 by Ashkan Yousefpour, Igor Shilov, Yousefpour, Ashkan +21 · 44 citations
   Computer Science · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
3. Federated Learning with Buffered Asynchronous Aggregation
   2021/06/11 by John Nguyen, Kshitiz Malik, Nguyen, John +11 · 22 citations
   Computer Science · #Cryptography and Data Security #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
4. Where to Begin? On the Impact of Pre-Training and Initialization in Federated Learning
   2022/10/14 by John Nguyen, Jianyu Wang, Nguyen, John +7 · 8 citations
   Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Traffic Prediction and Management Techniques
5. Papaya: Practical, Private, and Scalable Federated Learning
   2021/11/08 by Dzmitry Huba, Huba, Dzmitry, John Nguyen +25 · 4 citations
   Computer Science · #Cryptography and Data Security #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
6. READ: Recurrent Adaptation of Large Transformers
   2023/05/24 by John Nguyen, Sid Wang, Nguyen, John +5 · 1 voice · 1 citation
   #cs.LG #cs.AI