CORDIS Project
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This project explores noncommutative group optimization, extending convex optimization to curved spaces with symmetries. It aims to develop foundational theories and algorithms applicable to various fields, including computer science, statistics, and quantum computing, addressing complex problems and enhancing computat…
Noncommutative group optimization is a powerful emerging paradigm, which has already led to the solution of outstanding problems in computational complexity, algebra, and statistics.
Pioneered by the PI and collaborators, it generalizes convex optimization from Euclidean space to the far more general setting of curved spaces with symmetries.
Its unfamiliar kind of convexity has recently received much attention in statistics and machine learning.
The symmetries are realized by noncommutative grou…
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