Shayan Talaei

According to our database, Shayan Talaei authored at least 6 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2024

CHASE-SQL: Multi-Path Reasoning and Preference Optimized Candidate Selection in Text-to-SQL.

Mohammadreza Pourreza, Hailong Li, Ruoxi Sun, Yeounoh Chung, Shayan Talaei, Gaurav Tarlok Kakkar, Yu Gan, Amin Saberi, Fatma Ozcan, Sercan Ö. Arik

CoRR, 2024

OptiMUS-0.3: Using Large Language Models to Model and Solve Optimization Problems at Scale.

Ali AhmadiTeshnizi, Wenzhi Gao, Herman Brunborg, Shayan Talaei, Madeleine Udell

CoRR, 2024

CHESS: Contextual Harnessing for Efficient SQL Synthesis.

Shayan Talaei, Mohammadreza Pourreza, Yu-Chen Chang, Azalia Mirhoseini, Amin Saberi

CoRR, 2024

Communication-Efficient Federated Learning With Data and Client Heterogeneity.

Hossein Zakerinia, Shayan Talaei, Giorgi Nadiradze, Dan Alistarh

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2022

Hybrid Decentralized Optimization: First- and Zeroth-Order Optimizers Can Be Jointly Leveraged For Faster Convergence.

Shayan Talaei, Giorgi Nadiradze, Dan Alistarh

CoRR, 2022

QuAFL: Federated Averaging Can Be Both Asynchronous and Communication-Efficient.

Hossein Zakerinia, Shayan Talaei, Giorgi Nadiradze, Dan Alistarh

CoRR, 2022