Zachary Garrett
5 papers · 2021–2024 · 3 conferences · across top CS/AI conferences
Achievements
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๐ Conference Polyglot (3) ๐ Cross-Pollinator (11) ๐ Interdisciplinary Bridge ๐บ๏ธ Taxonomy Completionist (10) ๐งญ Keyword Pioneer
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Hot Topic Early Bird
Conferences
NIPS (3)
ICLR (1)
JMLR (1)
Top co-authors
Keywords
federated learning
(3)
distributed learning
(2)
automatic differentiation
(1)
gradient computation
(1)
language model
(1)
client sampling
(1)
foundation model
(1)
client heterogeneity
(1)
training dynamics
(1)
model generalization
(1)
client-server architecture
(1)
model-agnostic meta learning
(1)
group-structured learning
(1)
federated computation
(1)
cohort size
(1)
dataset pipeline
(1)
federated reconstruction
(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
NIPS 2023
Federated Reconstruction: Partially Local Federated Learning
NIPS 2021
On Large-Cohort Training for Federated Learning
NIPS 2021
Adaptive Federated Optimization
ICLR 2021