基本信息
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职业迁徙
个人简介
My research interests are in algorithms and complexity, fluid dynamics, machine learning, and the brain.
My fluid dynamics work is focused on discovering structures, regularities, and invariants, using a mixture of computer-aided proof techniques, multi-scale simulations and visualizations, and traditional mathematical analysis.
I am also investigating the complementary perspectives provided by machine learning and human cognition: the brain and its evolutionary development provide tantalizing hints of new possibilities in machine learning, while scientific efforts to understand the power and limitations of machine learning and deep learning provide powerful new guidance to understand how the brain accomplishes analogous tasks. I am particularly interested in understanding the cerebellum's algorithmic role in the brain.
研究兴趣
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arXiv (Cornell University) (2023)
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NeurIPS 2023 (2023)
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ACM-SIAM Symposium on Discrete Algorithms (2023): 3156-3183
NeurIPS (2023)
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NeurIPS (2023)
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Society for Industrial and Applied Mathematics eBookspp.414-433, (2021)
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semanticscholar(2021)
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