Semi-supervised URL Segmentation with Recurrent Neural Networks Pre-trained on Knowledge Graph Entities. - Hao Zhang 010; Jae Ro; Richard Sproat (COLING, 2020)

Three Approaches for Personalization with Applications to Federated Learning. - Yishay Mansour; Mehryar Mohri; Jae Ro; Ananda Theertha Suresh (CoRR, 2020)

Semi-supervised URL Segmentation with Recurrent Neural NetworksPre-trained on Knowledge Graph Entities. - Hao Zhang 010; Jae Ro; Richard Sproat (CoRR, 2020)

A Theory of Multiple-Source Adaptation with Limited Target Labeled Data. - Yishay Mansour; Mehryar Mohri; Jae Ro; Ananda Theertha Suresh; Ke Wu (AISTATS, 2021)

Communication-Efficient Agnostic Federated Averaging. - Jae Ro; Mingqing Chen; Rajiv Mathews; Mehryar Mohri; Ananda Theertha Suresh (Interspeech, 2021)

FedJAX: Federated learning simulation with JAX. - Jae Hun Ro; Ananda Theertha Suresh; Ke Wu (CoRR, 2021)

Correlated Quantization for Distributed Mean Estimation and Optimization. - Ananda Theertha Suresh; Ziteng Sun; Jae Ro; Felix X. Yu (ICML, 2022)

Transformer-based Models of Text Normalization for Speech Applications. - Jae Hun Ro; Felix Stahlberg; Ke Wu; Shankar Kumar (CoRR, 2022)

Scaling Language Model Size in Cross-Device Federated Learning. - Jae Hun Ro; Theresa Breiner; Lara McConnaughey; Mingqing Chen; Ananda Theertha Suresh; Shankar Kumar; Rajiv Mathews (CoRR, 2022)

SpecTr: Fast Speculative Decoding via Optimal Transport. - Ziteng Sun; Ananda Theertha Suresh; Jae Hun Ro; Ahmad Beirami; Himanshu Jain; Felix X. Yu (NeurIPS, 2023)

Efficient Language Model Architectures for Differentially Private Federated Learning. - Jae Hun Ro; Srinadh Bhojanapalli; Zheng Xu 002; Yanxiang Zhang; Ananda Theertha Suresh (CoRR, 2024)

Optimal Block-Level Draft Verification for Accelerating Speculative Decoding. - Ziteng Sun; Jae Hun Ro; Ahmad Beirami; Ananda Theertha Suresh (CoRR, 2024)

Block Verification Accelerates Speculative Decoding. - Ziteng Sun; Uri Mendlovic; Yaniv Leviathan; Asaf Aharoni; Jae Hun Ro; Ahmad Beirami; Ananda Theertha Suresh (ICLR, 2025)