论文标题
强大的力量：统计推断和高维统计
The mighty force: statistical inference and high-dimensional statistics
论文作者
论文摘要
这是对编辑卷的贡献“旋转玻璃理论，超越超越 - 复制对称性的损坏”，这是一篇评论，《世界科学》。它通过重点关注三种重要的基于图的模型和方法，从而深远影响了该领域，从而展示了从旋转玻璃社区的各种贡献：图形的推理（又称直接耦合分析），图形的推理（又称图形）（社区检测问题），尤其是动态为动态方法，尤其是从图形上构建了构图。
This is a review to appear as a contribution to the edited volume "Spin Glass Theory & Far Beyond - Replica Symmetry Breaking after 40 Years", World Scientific. It showcases a selection of contributions from the spin glass community at large to high-dimensional statistics, by focusing on three important graph-based models and methodologies having deeply impacted the field: inference of graphs (a.k.a. direct coupling analysis), inference from graphs (the community detection problem), and the dynamic cavity method, which in particular allows for inference from graphs encoding causal relations.
