Banghua Zhu
博士生
Department of Electrical Engineering and Computer Sciences
University of California, Berkeley;Berkeley AI Research, Berkeley Laboratory for Information and System Sciences, University of California, Berkeley;Center for the Theoretical Foundations of Learning, Inference, Information, Intelligence, Mathematics and Microeconomics, University of California, Berkeley;Nexusflow
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基本信息
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职业迁徙
个人简介
Research
I work on foundation models and human-AI interactions, approached through the lens of statistics and information theory. I aim to approach real-world problems from a theoretical perspective, utilizing information-theoretic tools to identify fundamental limits. I then design practical algorithms that can achieve these limits, while also providing open-source toolboxes for user-friendly implementation.
I work on foundation models and human-AI interactions, approached through the lens of statistics and information theory. I aim to approach real-world problems from a theoretical perspective, utilizing information-theoretic tools to identify fundamental limits. I then design practical algorithms that can achieve these limits, while also providing open-source toolboxes for user-friendly implementation.
研究兴趣
论文共 41 篇作者统计合作学者相似作者
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Wei-Lin Chiang,Lianmin Zheng,Ying Sheng, Anastasios Nikolas Angelopoulos, Tianle Li, Dacheng Li,Hao Zhang,Banghua Zhu,Michael Jordan,Joseph E. Gonzalez,Ion Stoica
arxiv(2024)
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arxiv(2024)
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CoRR (2024)
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CoRR (2023)
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