基本信息
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个人简介
My primary goal is to understand how to build more intelligent systems. I am particularly interested in studying the features of machine-learning models and optimization that contribute to generalization; for example, examining why pruning neural networks during training can improve generalization. I am also interested in the intersection of machine learning and other sciences; for example, biologically-plausible neural network algorithms, physics and machine learning, and agent-based simulations of social phenomena.
研究兴趣
论文共 15 篇作者统计合作学者相似作者
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Sean McLeish,Arpit Bansal, Alex Stein,Neel Jain,John Kirchenbauer,Brian R. Bartoldson,Bhavya Kailkhura,Abhinav Bhatele,Jonas Geiping,Avi Schwarzschild,Tom Goldstein
CoRR (2024)
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AAAI Conference on Artificial Intelligence (2022): 12447-12453
OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information) (2021)
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