Jae Hun Ro

1. Three Approaches for Personalization with Applications to Federated Learning
   2020/02/25 by Yishay Mansour, Mehryar Mohri, Mansour, Yishay +5 · 39 citations
   Computer Science · #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data #Recommender Systems and Techniques
2. SpecTr: Fast Speculative Decoding via Optimal Transport
   2023/10/23 by Ziteng Sun, Ananda Theertha Suresh, Sun, Ziteng +9 · 28 citations
   Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech Recognition and Synthesis
3. Scaling Language Model Size in Cross-Device Federated Learning
   2022/03/31 by Jae Hun Ro, Theresa Breiner, Ro, Jae Hun +11 · 5 citations
   Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
4. Correlated quantization for distributed mean estimation and optimization
   2022/03/09 by Ananda Theertha Suresh, Suresh, Ananda Theertha, Ziteng Sun +5 · 1 citation
   Computer Science · #Advanced Data Compression Techniques #Data Structures and Algorithms (cs.DS) #Distributed Sensor Networks and Detection Algorithms #Energy Efficient Wireless Sensor Networks #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG)
5. Efficient Language Model Architectures for Differentially Private Federated Learning
   2024/03/12 by Jae Hun Ro, Ro, Jae Hun, Srinadh Bhojanapalli +7 · 1 citation
   Computer Science · #Privacy-Preserving Technologies in Data #Cryptography and Data Security