Topo-LMS brings classical least-mean-squares adaptive filtering to edge signals over simplicial complexes, with stability conditions, closed-form steady-state error, and optimal sampling strategies.
Topological adaptive learning over cell complexes,
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Topological Adaptive Least Mean Squares Algorithms over Simplicial Complexes
Topo-LMS brings classical least-mean-squares adaptive filtering to edge signals over simplicial complexes, with stability conditions, closed-form steady-state error, and optimal sampling strategies.