Jae Ro
5 papers · 2020–2022 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(15)
Top co-authors
Research topics
Artificial Intelligence
(4)
Machine Learning
(4)
Learning Paradigms · Artificial Intelligence
(4)
Learning Types · Machine Learning
(3)
Deep Learning
(2)
Optimization & Theory
(2)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Application Areas
(1)
Architectures
(1)
Core AI
(1)
Generation
(1)
Learning Paradigms · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Keywords
communication efficiency
(2)
cross-device federated learning
(2)
transfer learning
(2)
federated learning
(2)
language modeling
(1)
mean estimation
(1)
distributed optimization
(1)
multi-source domain adaptation
(1)
knowledge graph
(1)
convergence rate
(1)
recurrent neural network
(1)
language model
(1)
communication compression
(1)
stochastic quantization
(1)
federated averaging
(1)
target labeled data
(1)
domain agnostic
(1)
cross-device setting
(1)
domain-agnostic learning
(1)
partial model training
(1)
Papers
Correlated Quantization for Distributed Mean Estimation and Optimization
ICML 2022
Scaling Language Model Size in Cross-Device Federated Learning
ACL 2022
A Theory of Multiple-Source Adaptation with Limited Target Labeled Data
AISTATS 2021
Communication-Efficient Agnostic Federated Averaging
Interspeech 2021
Semi-supervised URL Segmentation with Recurrent Neural Networks Pre-trained on Knowledge Graph Entities
COLING 2020