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Test-time learning of causal structure from interventional data.arXiv preprint arXiv:2602.19131, 2026

Wei Chen, Rui Ding, Bojun Huang, Yang Zhang, Qiang Fu, Yuxuan Liang, Han Shi, Dongmei Zhang · 2026 · arXiv 2602.19131

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Test Time Training for Supervised Causal Learning

cs.LG · 2026-05-28 · unverdicted · novelty 6.0

TTT-SCL dynamically generates test-aligned training sets for supervised causal learning using score-based functions and outperforms prior SCL and traditional causal discovery methods on benchmarks and real data.

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  • Test Time Training for Supervised Causal Learning cs.LG · 2026-05-28 · unverdicted · none · ref 3

    TTT-SCL dynamically generates test-aligned training sets for supervised causal learning using score-based functions and outperforms prior SCL and traditional causal discovery methods on benchmarks and real data.