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个人简介
I am doing research on the intersections between machine learning, information theory and signal processing, which include topics like information-theoretic learning and machine learning for signal processing. Particularly, I am interested in information-theoretic quantities (such as entropy, mutual information, divergence, etc.) estimation, improving the explainability and generalization of deep neural networks by information-theoretic principles (such as the information bottleneck and the principle of relevant information). I am also interested in brain data analysis (such as EEG and fMRI).
研究兴趣
论文共 120 篇作者统计合作学者相似作者
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ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)pp.1-5, (2025)
CoRR (2025)
CoRR (2025)
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Zhaozhao Ma,Shujian Yu
ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)pp.1-5, (2025)
IEEE Trans Neural Networks Learn Systno. 2 (2025): 1957-1958
Comput Chem Eng (2025)
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作者统计
#Papers: 120
#Citation: 1383
H-Index: 20
G-Index: 34
Sociability: 5
Diversity: 3
Activity: 121
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