2025 "causal discovery" Papers
15 papers found
A Conditional Independence Test in the Presence of Discretization
Boyang Sun, Yu Yao, Guang-Yuan Hao et al.
ICLR 2025posterarXiv:2404.17644
2
citations
A Meta-Learning Approach to Bayesian Causal Discovery
Anish Dhir, Matthew Ashman, James Requeima et al.
ICLR 2025posterarXiv:2412.16577
9
citations
A Robust Method to Discover Causal or Anticausal Relation
Yu Yao, Yang Zhou, Bo Han et al.
ICLR 2025poster
1
citations
Causal Discovery by Interventions via Integer Programming
Abdelmonem Elrefaey, Rong Pan
AAAI 2025paperarXiv:2412.01674
1
citations
Causal Discovery via Bayesian Optimization
Bao Duong, Sunil Gupta, Thin Nguyen
ICLR 2025posterarXiv:2501.14997
1
citations
Causal Reasoning and Large Language Models: Opening a New Frontier for Causality
Chenhao Tan, Robert Ness, Amit Sharma et al.
ICLR 2025posterarXiv:2305.00050
390
citations
CausalRivers - Scaling up benchmarking of causal discovery for real-world time-series
Gideon Stein, Maha Shadaydeh, Jan Blunk et al.
ICLR 2025oralarXiv:2503.17452
7
citations
Differentiable Structure Learning and Causal Discovery for General Binary Data
Chang Deng, Bryon Aragam
NEURIPS 2025posterarXiv:2509.21658
DyCAST: Learning Dynamic Causal Structure from Time Series
Yue Cheng, Bochen Lyu, Weiwei Xing et al.
ICLR 2025oral
1
citations
Efficient and Trustworthy Causal Discovery with Latent Variables and Complex Relations
Xiuchuan Li, Tongliang Liu
ICLR 2025poster
1
citations
Revealing Multimodal Causality with Large Language Models
Jin Li, Shoujin Wang, Qi Zhang et al.
NEURIPS 2025posterarXiv:2509.17784
Score-informed Neural Operator for Enhancing Ordering-based Causal Discovery
Jiyeon Kang, Songseong Kim, Chanhui Lee et al.
NEURIPS 2025posterarXiv:2508.12650
Signature Kernel Conditional Independence Tests in Causal Discovery for Stochastic Processes
Georg Manten, Cecilia Casolo, Emilio Ferrucci et al.
ICLR 2025posterarXiv:2402.18477
15
citations
The third pillar of causal analysis? A measurement perspective on causal representations
Dingling Yao, Shimeng Huang, Riccardo Cadei et al.
NEURIPS 2025posterarXiv:2505.17708
1
citations
When Selection Meets Intervention: Additional Complexities in Causal Discovery
Haoyue Dai, Ignavier Ng, Jianle Sun et al.
ICLR 2025posterarXiv:2503.07302
5
citations