Conditional Independence Induced Unsupervised Domain Adaptation

Xiaolin Xu; Geng-Xin Xu; Chuan-Xian Ren; Dao‐Qing Dai; Hong Yan

doi:10.1016/j.patcog.2023.109787

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Conditional Independence Induced Unsupervised Domain Adaptation

Xiaolin Xu Geng-Xin Xu Chuan-Xian Ren Dao‐Qing Dai Hong Yan

Year: 2023 Journal: Pattern Recognition Vol: 143 Pages: 109787-109787 Publisher: Elsevier BV

DOI: 10.1016/j.patcog.2023.109787

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Keywords:

Mutual information Artificial intelligence Computer science Independence (probability theory) Conditional independence Latent variable Subspace topology Machine learning Probabilistic logic Benchmark (surveying) Domain (mathematical analysis) Feature (linguistics) Pattern recognition (psychology) Representation (politics) Variable (mathematics) Conditional probability distribution Data mining Mathematics Statistics

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Domain Adaptation and Few-Shot Learning

Physical Sciences → Computer Science → Artificial Intelligence

Machine Learning and ELM

Physical Sciences → Computer Science → Artificial Intelligence

Cancer-related molecular mechanisms research

Life Sciences → Biochemistry, Genetics and Molecular Biology → Cancer Research

Conditional Independence Induced Unsupervised Domain Adaptation

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