CORDIS Project
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This project focuses on enhancing data analysis and optimization through dynamic data structures, enabling efficient processing of large datasets. It aims to improve the speed of optimization algorithms and tackle challenges in training deep neural networks, leveraging advanced mathematical techniques for better perfor…
Modern data analysis and optimization rely on our ability to process rapidly evolving dynamic datasets, often involving matrix operations in very high dimensions.
Dynamic data structures enable fast information-retrieval on these huge databases by maintain- ing implicit information on the underlying data.
As such, understanding the power and limitations of dynamic (matrix) data structures is a fundamental question in theory and practice.
Despite decades of research, there are still very basic dy…
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