Divyansh Jhunjhunwala
4 papers · 2021–2024 · 4 conferences · across top CS/AI conferences
Achievements
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🌉
Interdisciplinary Bridge
🌍
Conference Polyglot
(4)
🐝
Cross-Pollinator
(15)
🧭
Keyword Pioneer
Conferences
AISTATS (1)
ICLR (1)
NIPS (1)
UAI (1)
Top co-authors
Keywords
federated learning
(3)
one-shot learning
(1)
bayesian inference
(1)
distributed learning
(1)
distributed optimization
(1)
fisher information
(1)
communication efficiency
(1)
estimation error
(1)
spatial correlation
(1)
client drift
(1)
partial client participation
(1)
temporal correlation
(1)
neural network
(1)
clustering-based variance reduction
(1)
sparsified mean estimation
(1)
Papers
FedFisher: Leveraging Fisher Information for One-Shot Federated Learning
AISTATS 2024
FedExP: Speeding Up Federated Averaging via Extrapolation
ICLR 2023
Fedvarp: Tackling the variance due to partial client participation in federated learning
UAI 2022
Leveraging Spatial and Temporal Correlations in Sparsified Mean Estimation
NIPS 2021