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math.OC2025
Distributed Optimization of Bivariate Polynomial Graph Spectral Functions via Subgraph Optimization
Jitian Liu, Nicolas Kozachuk, Subhrajit Bhattacharya
We study distributed optimization of finite-degree polynomial Laplacian spectral objectives under fixed topology and a global weight budget, targeting the collective behavior of th…
math.FA2025★ 1 cited
Trace of Multi-variable Matrix Functions and its Application to Functions of Graph Spectrum
Subhrajit Bhattacharya
Matrix extension of a scalar function of a single variable is well-studied in literature. Of particular interest is the trace of such functions. It is known that for diagonalizable…