Jae Ro

According to our database1, Jae Ro authored at least 12 papers between 2020 and 2024.

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Bibliography

2024
Optimal Block-Level Draft Verification for Accelerating Speculative Decoding.
CoRR, 2024

Efficient Language Model Architectures for Differentially Private Federated Learning.
CoRR, 2024

2023
SpecTr: Fast Speculative Decoding via Optimal Transport.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022
Scaling Language Model Size in Cross-Device Federated Learning.
CoRR, 2022

Transformer-based Models of Text Normalization for Speech Applications.
CoRR, 2022

Correlated Quantization for Distributed Mean Estimation and Optimization.
Proceedings of the International Conference on Machine Learning, 2022

2021
FedJAX: Federated learning simulation with JAX.
CoRR, 2021

Communication-Efficient Agnostic Federated Averaging.
Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

A Theory of Multiple-Source Adaptation with Limited Target Labeled Data.
Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2020
Semi-supervised URL Segmentation with Recurrent Neural NetworksPre-trained on Knowledge Graph Entities.
CoRR, 2020

Three Approaches for Personalization with Applications to Federated Learning.
CoRR, 2020

Semi-supervised URL Segmentation with Recurrent Neural Networks Pre-trained on Knowledge Graph Entities.
Proceedings of the 28th International Conference on Computational Linguistics, 2020


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