TriOpt recovers topological order via Sherman-Morrison downdates on linear kernels then solves a convex program for the DAG edges, claiming exact recovery under the true order and large speedups on high-dimensional data.
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TriOpt: A Scalable Algorithm for Linear Causal Discovery
TriOpt recovers topological order via Sherman-Morrison downdates on linear kernels then solves a convex program for the DAG edges, claiming exact recovery under the true order and large speedups on high-dimensional data.