Materials of the student school "Recent Advances in Algorithms"

At the end of May, an international student school “Recent Advances in Algorithms” took place in POMI RAN. The idea of ​​the school was that the leading scientists talked about the latest achievements in the field of algorithms. As a result, we got the following list of courses.

Streaming algorithms

EPFL Mikhail Kapralov gave a course on streaming algorithms.
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Materials and video course.

Graph Algorithms and Continuous Optimization

Aleksander Mądry from MIT talked about how to apply continuous optimization to problems on graphs.



Materials and video course.

Algorithms for High-Dimensional Data

Ilya Razenshtein from MIT gave a course on algorithms for multidimensional data.



Materials and video course.

Longest Paths in Graphs: Parameterized Algorithms

Saket Saurabh from IMSc spoke about parameterized algorithms for finding the longest path.



Materials and video course.

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Modern algorithms for parallel, streaming and query-based data processing

In addition, taking this opportunity, we publish the course materials of Grigori Yaroslavtsev about algorithms for parallel computing, streaming algorithms and algorithms for processing data based on queries, which was read at the Computer Science Club at POMI RAS.



Materials and video course.