Abstract: We investigate Laplacian shift operators for directed acyclic graphs (DAGs). In a DAG, the adjacency matrix is nilpotent, yielding an all-zero eigenvalue spectrum that makes adjacency-based ...

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Abstract: Directed acyclic graphs (DAGs) are often utilized for modeling causal relationships, dependencies, and flows in various systems. However, spectral analysis becomes impractical in this ...