Grigory Yaroslavtsev

Grigory Yaroslavtsev
Born1987
Leningrad
Alma materSt. Petersburg Polytechnic University (B.S.)
St. Petersburg Academic University of the RAS (M.S.)
Pennsylvania State University (PhD)
Scientific career
InstitutionsGeorge Mason University
Indiana University
Alan Turing Institute
Doctoral advisorSofya Raskhodnikova
Notable studentsDmitrii Avdiukhin

Grigory Yaroslavtsev is a Russian-American computer scientist. He is an assistant professor of computer science at George Mason University. Previously he was an assistant professor of computer science at Indiana University and the founding director of the Center for Algorithms and Machine Learning (CAML) at Indiana University. Yaroslavtsev is best known for his work on representation learning and optimization in AI,[1][2] massively parallel computing and algorithms for big data,[3][4] clustering analysis including correlation clustering,[5] and privacy in network analysis and targeted search.[6][7][8]

  1. ^ "Objective-Based Hierarchical Clustering of Deep Embedding Vectors" (PDF). AAAI 2021 (35th AAAI Conference on Artificial Intelligence). Retrieved 8 August 2023.
  2. ^ "Tree Learning: Optimal Sample Complexity and Algorithms" (PDF). AAAI 2023 (37th AAAI Conference on Artificial Intelligence). Retrieved 8 August 2023.
  3. ^ "DIMACS Workshop on Big Data through the Lens of Sublinear Algorithms". DIMACS: Center for Discrete Mathematics and Theoretical Computer Science. 29 October 2015. Retrieved 10 November 2019.
  4. ^ "STOC 2015: 47th Annual Symposium on Theory of Computing". ACM STOC. Association for Computing Machinery (ACM). Retrieved 10 November 2019.
  5. ^ "FOCS 2017 58th Annual IEEE Symposium on Foundations of Computer Science". FOCS17. Simons Institute at Berkeley. Retrieved 10 November 2019.
  6. ^ Akpan, Nsikan (2 June 2016). "The secret things you give away through your phone metadata". NewsHour Productions LLC. PBS NewsHour. Retrieved 10 November 2019.
  7. ^ Collins, Nathan (3 May 2017). "Searching Private Data, and Ensuring it Stays Private". The Social Justice Foundation. Pacific Standard. Retrieved 10 November 2019.
  8. ^ Lerner, Evan (4 March 2016). "Balancing Privacy and Security in Network Analysis". PennToday at UPenn. PennToday. Retrieved 10 November 2019.