Latent Confounded Causal Discovery via Lie Bracket Geometry
基于李括号几何的潜在混杂因果发现
机构 * Adobe Research（Adobe研究院） ； University of Massachusetts, Amherst（马萨诸塞大学阿默斯特分校）
AI总结 利用信息几何和范畴论，提出两种算法（BRIDGE和SKFM），通过干预诱导流的李括号非闭合性检测潜在混杂，大幅缩减因果图搜索空间。
Comments Revised to remove unsupported Kan-extension interpretations and clarify scope. Lie brackets are now nonspecific closure diagnostics, not certificates of latent confounding. Theorems are narrowed to conditional screen retention, residual-footprint rank, and order-dependent acyclicity. BRIDGE/SKFM algorithms and experiments remain intact
