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个人简介
Research Interests: I am broadly interested in theoretical foundations of big data. I tackle problems arising in 1) databases (filters for fast querying, nearest neighbor search), 2) I/O-efficient computing (searching, sorting, priced-information), 3) networks (load balancing, security, routing), 4) geometric databases (image and trajectory datasets) and 5) machine learning (noisy labels, nearest neighbor). Apart from data science, I also enjoy 6) classical algorithms and data structures (e.g., computational geometry, BSTs and the dynamic optimality conjecture). I also have an abiding interest in complex analysis/geometry (Teichmüller/quasiconformal theory). I publish in both theory (e.g., FOCS, SODA, ESA) and applied conferences (e.g., INFOCOM, ICML/NeurIPS/ICLR).
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FRONTIERS IN COMPUTER SCIENCE (2024)
Esther M. Arkin,Rezaul A. Chowdhury,Mayank Goswami, Jason Huang,Joseph S.B. Mitchell,Valentin Polishchuk, Rakesh Ravindran
Procedia Computer Science (2023): 370-372
CoRR (2023): 56:1-56:17
Society for Industrial and Applied Mathematics eBookspp.51-63, (2023)
ITCSpp.51:1-51:22, (2023)
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