Zachary Garrett
5 papers · 2021–2024 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Hot Topic Early Bird
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Keyword Pioneer
Venues
Top co-authors
Research topics
Keywords
federated learning
(4)
distributed learning
(3)
client heterogeneity
(2)
gradient computation
(1)
adaptive optimization
(1)
language model
(1)
client sampling
(1)
foundation model
(1)
training dynamics
(1)
model generalization
(1)
client-server architecture
(1)
federated averaging
(1)
group-structured learning
(1)
federated computation
(1)
cohort size
(1)
dataset pipeline
(1)
federated reconstruction
(1)
model-agnostic meta-learning
(1)
partially local federated learning
(1)
collaborative filtering
(1)
Papers
Federated Automatic Differentiation
JMLR 2024
Towards Federated Foundation Models: Scalable Dataset Pipelines for Group-Structured Learning
NeurIPS 2023
Adaptive Federated Optimization
ICLR 2021
Federated Reconstruction: Partially Local Federated Learning
NeurIPS 2021
On Large-Cohort Training for Federated Learning
NeurIPS 2021