基本信息
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职业迁徙
个人简介
My research focuses on both applied and fundamental problems in machine learning:
Safe and reasonable AI - Modern AI systems contain biases, security vulnerabilities, expose users to privacy breaches, and exhibit catastrophic failures of reasoning and generalization. My work aims to detect and close these gaps.
Mathematical and computational tools for understanding and improving neural networks - Despite rapid advances in capabilities, our understanding of why neural networks work is highly limited. My research focuses on the structures in neural networks and their training procedures that enable them to generalize in practice.
Safe and reasonable AI - Modern AI systems contain biases, security vulnerabilities, expose users to privacy breaches, and exhibit catastrophic failures of reasoning and generalization. My work aims to detect and close these gaps.
Mathematical and computational tools for understanding and improving neural networks - Despite rapid advances in capabilities, our understanding of why neural networks work is highly limited. My research focuses on the structures in neural networks and their training procedures that enable them to generalize in practice.
研究兴趣
论文共 109 篇作者统计合作学者相似作者
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Colin White,Samuel Dooley,Manley Roberts,Arka Pal, Ben Feuer, Siddhartha Jain,Ravid Shwartz-Ziv,Neel Jain,Khalid Saifullah, Siddartha Naidu,Chinmay Hegde,Yann LeCun,
arxiv(2024)
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ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)pp.7050-7054, (2024)
CoRR (2024)
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arxiv(2024)
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D-Core
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