CORDIS Project
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This project explores efficient algorithms for continuous optimization, particularly focusing on projection-free methods. It aims to improve the performance of these methods to match the efficiency of traditional projection-based techniques in various optimization scenarios.
Efficient algorithms for continuous and in particular convex optimization have revolutionized science and engineering in the past decades, providing the engine that drives numerous key technical and computational practices used across almost every scientific and engineering discipline.
In particular, it is one of the main pillars of the ongoing data science and AI revolution.
For many important large scale optimization problems that include constraints that are complex yet highly-structured, t…
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