CORDIS Project
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This project focuses on developing a unified theory for efficient optimization and estimation, particularly in machine learning. It aims to enhance understanding of the sum-of-squares meta-algorithm's capabilities, establish new algorithmic guarantees, and create practical algorithms with improved performance for vario…
The goal of this project is to make progress toward a unified theory of efficientoptimization and estimation.
In many computing applications, especially machine learning,optimization and estimation problems play an increasingly important role.
For that reason, a largeresearch effort is devoted to developing and understanding the limitations of efficient algorithmsfor these problems.
For many of these problems, achieving the best known provable guaranteesrequired the use of algorithms that are ta…
EIDGENOESSISCHE TECHNISCHE HOCHSCHULE ZUERICH
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