7 problems
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Generic identifiability conjecture for all non-complete graph families
Let be any family of non-complete graphs, and let denote the homoscedastic linear structural equation model associated with . Generic identifia…
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General congruence transformation to a diagonal-noise adjacency representation
General diagonal-noise representation conjecture. There exists a general adjacency matrix
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Containment of the model induced by a DAG in the model induced by its explicit-confounder expansion
Model-containment conjecture. Even though the two models are different, the model obtained from is always contained in the one obtained from .
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Complete-digraph edge-reversal conjecture for Jacobian matroids
Let and be complete digraphs on nodes, with all edge directions agreeing except for the edge between nodes and . Complete-digraph edge-reversal conjecture.…
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Strongly connected component conjecture for parentally closed sets
Let and be non-complete simple directed graphs with the same out-degree sequence but different strongly connected components. For , let…
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Theorem-based distinguishability conjecture for non-complete directed graphs
The paper considers simple directed graphs, their out-degree sequences, strongly connected components, and parentally closed sets. For a graph , write …
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Multi-trek separation conjecture for higher-order moment tensors
Let be a directed acyclic graph with node set , and let . For subsets with … write for the subtensor of…