Frequency Convergence of Complexon Shift Operators (Extended Version)
Abstract Topological Signal Processing (TSP) utilizes simplicial complexes to model
structures with higher order than vertices and edges. In this paper, we study the
transferability of TSP via a generalized higher-order version of graphon, known as
complexon. We recall the notion of a complexon as the limit of a simplicial complex
sequence. Inspired by the integral operator form of graphon shift operators, we construct a
marginal complexon and complexon shift operator (CSO) according to components of all …
structures with higher order than vertices and edges. In this paper, we study the
transferability of TSP via a generalized higher-order version of graphon, known as
complexon. We recall the notion of a complexon as the limit of a simplicial complex
sequence. Inspired by the integral operator form of graphon shift operators, we construct a
marginal complexon and complexon shift operator (CSO) according to components of all …
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