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Volkan Cevher
Has grant
Director/Associate Professor
SwitzerlandResearch Interests
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About
Volkan Cevher is the Director and Associate Professor at Ecole Polytechnique Federale de Lausanne, Switzerland. His research areas include adaptive bilevel optimization, constrained minimization techniques, and kernel conjugate gradient methods. He has recently published articles focusing on advanced optimization methods and scalable semidefinite programming, contributing significantly to the fields of optimization and neural engineering.
Recent Grants
Grant: Open
Training with Linear Minimization Oracles at Any Scale
Open Date: 2025-10-01
Close Date: 2029-09-30
Grant: Open
Optimizing Open-Source LLMs for Unified NPU Clusters: Training and Inference Efficiency through Model Profiling and Architectural Innovation
Open Date: 2025-07-01
Close Date: 2027-06-01
Grant: Open
Optimizing Open-Source LLMs for Unified NPU Clusters: Training and Inference Efficiency through Model Profiling and Architectural Innovation
Open Date: 2025-07-01
Close Date: 2027-06-01
Grant: Open
Mathematical Foundations for RISE of AI
Open Date: 2024-01-01
Close Date: 2027-01-01
Grant: Close
Efficient Min Max Formulations With Applications to Derasterization
Open Date: 2023-10-01
Close Date: 2024-10-01
Articles (12)
Year:
2026
Year:
2026
Year:
2026
Year:
2026
Year:
2025
Year:
2022
Year:
2021
Year:
2021
Year:
2021
Year:
2021
Year:
2020
Year:
2020
Collaborators (3)
Alik Widge
Faculty, Associate Professor
University of Minnesota
Yurii Malitskyi
Assistant professor
Universität Wien
Shoham Sabach
Associate Professor
Cornell University
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