基本信息
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职业迁徙
个人简介
Research
My research interests include the broad area of robust machine learning, reinforcement learning (the specific area of contextual bandit), active learning, AI ethics and causal inference. Many of my research aim to answer these questions:
How to develop algorithms that can better utilize human expertise to enhance machine learning systems or aid human decisions?
How to assess individual preference or algorithm performance in the presence of missing counterfactuals?
How to design better human-AI systems and comprehend their sociotechnical implications?
My research interests include the broad area of robust machine learning, reinforcement learning (the specific area of contextual bandit), active learning, AI ethics and causal inference. Many of my research aim to answer these questions:
How to develop algorithms that can better utilize human expertise to enhance machine learning systems or aid human decisions?
How to assess individual preference or algorithm performance in the presence of missing counterfactuals?
How to design better human-AI systems and comprehend their sociotechnical implications?
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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ICML 2023pp.10727-10743, (2023)
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CoRR (2023)
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CoRR (2023)
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CoRR (2023)
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arxiv(2023)
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