"latent causal variables" Papers

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Identification of Intermittent Temporal Latent Process

Yuke Li, Yujia Zheng, Guangyi Chen et al.

ICLR 2025oral
2
citations

The third pillar of causal analysis? A measurement perspective on causal representations

Dingling Yao, Shimeng Huang, Riccardo Cadei et al.

NEURIPS 2025arXiv:2505.17708
1
citations

Towards Generalizable Reinforcement Learning via Causality-Guided Self-Adaptive Representations

Yupei Yang, Biwei Huang, Fan Feng et al.

ICLR 2025arXiv:2407.20651
2
citations

CaRiNG: Learning Temporal Causal Representation under Non-Invertible Generation Process

Guangyi Chen, Yifan Shen, Zhenhao Chen et al.

ICML 2024oralarXiv:2401.14535
17
citations

Causal Representation Learning from Multiple Distributions: A General Setting

Kun Zhang, Shaoan Xie, Ignavier Ng et al.

ICML 2024oralarXiv:2402.05052
49
citations