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lanczos-algorithm

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Temporal Graph Centralities in Financial Risk and Network Dynamics: Quantifying node influence in time-evolving networks via numerical linear algebra. Features standard and novel temporal centralities optimized with GMRES and stochastic trace estimation (XTrace). Applied to high-frequency S&P 100 and Binance cryptocurrency correlation graphs.

  • Updated Jun 10, 2026
  • MATLAB

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