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期刊&会议

Transactions on Machine Learning Research · 期刊 · Machine Learning

2026-08-12 至 2026-08-12 收录 1
2608.11156 2026-08-12 stat.ML cs.LG 新提交

Conditional Independence Tests for Constraint-Based Causal Discovery: A Survey

基于约束的因果发现的条件独立性检验:综述

Pavel Averin, Theodoros Moysiadis, Ioannis Katakis

AI总结 该综述针对生物医学领域常见的高维混合类型场景,梳理六大类条件独立性检验方法,分析其优缺点,关联测试级与图级错误,对比主流库应用并总结开放挑战。

Comments 33 pages. Published in Transactions on Machine Learning Research (07/2026). https://openreview.net/forum?id=3jzafJK8Tz

Journal ref Transactions on Machine Learning Research (07/2026)

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