Piotr Indyk
استاد · High-dimensional computational geometry
Massachusetts Institute of Technologyمعرفی
Piotr Indyk is the Thomas D. and Virginia W. Cabot Professor in the Department of Electrical Engineering and Computer Science (EECS) at MIT. He is co-director of the Foundations of Data Science Institute (FODSI) and a member of MIT's Theory of Computation Group, Computer Science and Artificial Intelligence Lab (CSAIL), and multiple research initiatives like Wireless@MIT and Big Data@CSAIL.
Education:
- Magister (MA) in Computer Science, University of Warsaw (1995)
- Ph.D. in Computer Science, Stanford University (2000), advised by Rajeev Motwani
Research Interests: Focuses on high-dimensional computational geometry, data stream algorithms, sparse recovery, compressive sensing, and machine learning. His work includes foundational contributions like locality-sensitive hashing (LSH), the Sparse Fourier Transform, and efficient similarity search algorithms.
Key Contributions: Known for developing FALCONN (Fast Approximate Nearest Neighbor Search library), and for pioneering work in sub-linear algorithms, streaming algorithms, and geometric computing.
Awards:
- ACM Paris Kanellakis Award (2012)
- ACM Fellow (2015)
- Simons Investigator (2013)
- Member, National Academy of Sciences (2024)
- Member, American Academy of Arts and Sciences (2023)
Teaching & Mentorship: Advised numerous PhD/MSc students and postdocs, and taught courses on geometric computation, streaming algorithms, and algorithmic aspects of embeddings.
Labs & Teams: Leads research in areas like FODSI, geometric algorithms, and data science at MIT's CSAIL.
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