Dr. Piotr Indyk

Professor

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Biography

Piotr Indyk is the Thomas D. and Virginia W. Cabot Professor of Computer Science at the Massachusetts Institute of Technology (MIT) and co-director of the Foundations of Data Science Institute (FODSI). His research focuses on high-dimensional computational geometry, data stream algorithms, and learning-based algorithms. He has made significant contributions to algorithms for approximate nearest neighbor search and sparse recovery techniques, securing his reputation as a leading figure in theoretical computer science. Indyk's work integrates advanced techniques from various fields, including machine learning and compressed sensing, showcasing innovative approaches to process and analyze large-scale data. He has authored numerous influential papers and has been involved in organizing major conferences and workshops in the field, including NeurIPS and FOCS. His teaching efforts span various courses on algorithms, promoting advanced learning for students in the areas of geometric computing and data analysis. Indyk has also advised several students and postdoctoral researchers, contributing significantly to the academic community through mentorship.

Research Interests

Experience

Professor

2012-01-01 — Present

Massachusetts Institute of Technology • Cambridge, MA

Conducting research and teaching in computer science, specializing in algorithms for high-dimensional data.

Courses

Learning-Augmented Algorithms Sketching Algorithms for Big Data Algorithms Signal Processing Sub-Linear Algorithms Geometric Computing Streaming Etc. Computational Biology Algorithms Massive Data Sets Algorithmic Aspects of Embeddings