CORDIS Project
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The project focuses on developing sublinear algorithms for efficient data analysis, addressing the challenges posed by large datasets. It aims to create a toolkit for graph processing and signal processing, enhancing computational efficiency in various applications.
Designing efficient algorithms for fundamental computational tasks as well as understanding the limits of tractability has been the goal of computer science since its inception.
Polynomial runtime has been the de facto notion of efficiency since the introduction of the notion of NP-completeness.
As the sizes of modern datasets grow, however, many classical polynomial time (and sometimes even linear time) solutions become prohibitively expensive.
This calls for sublinear algorithms, i.e. algorith…
ECOLE POLYTECHNIQUE FEDERALE DE LAUSANNE
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