3 citations · 3 across the 3 of their papers we have counts for
3 papers
Accelerating Distributed Optimization: A Primal-Dual Perspective on Local Steps
Junchi Yang, Murat Yildirim, Qiu Feng
In distributed machine learning, efficient training across multiple agents with different data distributions poses significant challenges. Even with a centralized coordinator, curr…
Robust Condition-Based Operations & Maintenance: Synergizing Multi-Asset Degradation Rate Interactions and Operations-Induced Degradation
Deniz Altinpulluk, Farnaz Fallahi, Murat Yildirim +1
Effective operations and maintenance (O&M) in modern production systems hinges on careful orchestration of economic and degradation dependencies across a multitude of assets. While…
Federated Battery Diagnosis and Prognosis
Nur Banu Altinpulluk, Deniz Altinpulluk, Paritosh Ramanan +4
Battery diagnosis, prognosis and health management models play a critical role in the integration of battery systems in energy and mobility fields. However, large-scale deployment…