基本信息
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职业迁徙
个人简介
Research
I am interested in understanding how high-capacity machine learning systems built on deep neural networks learn and generalize, and using the insights to improve them further. This entails research on a spectrum of topics including representation learning, reinforcement learning, non-convex optimization, and generalization -- both concrete generalization bounds, and less well-understood empirical phenomena such as out-of-distribution and zero-shot generalization.
I am interested in understanding how high-capacity machine learning systems built on deep neural networks learn and generalize, and using the insights to improve them further. This entails research on a spectrum of topics including representation learning, reinforcement learning, non-convex optimization, and generalization -- both concrete generalization bounds, and less well-understood empirical phenomena such as out-of-distribution and zero-shot generalization.
研究兴趣
论文共 19 篇作者统计合作学者相似作者
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Yutong He,Alexander Robey,Naoki Murata,Yiding Jiang, Joshua Williams, George J. Pappas,Hamed Hassani,Yuki Mitsufuji,Ruslan Salakhutdinov, J. Zico Kolter
arxiv(2024)
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NeurIPS (2023)
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ICLR 2024 (2023)
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arXiv (Cornell University) (2023)
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D-Core
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