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Shayan Talaei
Publication Activity (10 Years)
Years Active: 2022-2024
Publications (10 Years): 5
Top Topics
Optimization Problems
Computationally Expensive
Language Model
Human Experts
Top Venues
CoRR
AISTATS
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Publications
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Hossein Zakerinia
,
Shayan Talaei
,
Giorgi Nadiradze
,
Dan Alistarh
Communication-Efficient Federated Learning With Data and Client Heterogeneity.
AISTATS
(2024)
Shayan Talaei
,
Mohammadreza Pourreza
,
Yu-Chen Chang
,
Azalia Mirhoseini
,
Amin Saberi
CHESS: Contextual Harnessing for Efficient SQL Synthesis.
CoRR
(2024)
Ali AhmadiTeshnizi
,
Wenzhi Gao
,
Herman Brunborg
,
Shayan Talaei
,
Madeleine Udell
OptiMUS-0.3: Using Large Language Models to Model and Solve Optimization Problems at Scale.
CoRR
(2024)
Hossein Zakerinia
,
Shayan Talaei
,
Giorgi Nadiradze
,
Dan Alistarh
QuAFL: Federated Averaging Can Be Both Asynchronous and Communication-Efficient.
CoRR
(2022)
Shayan Talaei
,
Giorgi Nadiradze
,
Dan Alistarh
Hybrid Decentralized Optimization: First- and Zeroth-Order Optimizers Can Be Jointly Leveraged For Faster Convergence.
CoRR
(2022)