CORDIS Project
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This project focuses on creating advanced algorithms for data analysis and machine learning that operate efficiently without needing to process all available data. The goal is to develop solutions that can provide accurate results quickly, even with massive datasets, making it applicable in fields like social networkin…
The explosion of data with the expansion of the World Wide Web, social networking and e-commerce is a ripe opportunity for smart data analysis and machine learning on a scale never before encountered.
In many applications, making even a few passes over the data is prohibitive.
Our research goal is to develop sublinear time optimization algorithms for data analysis and machine learning, i.e. algorithms that do not observe all the data even once, and yet return a provably correct solution with hig…
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