Conference paper
Learning Reduced Order Dynamics via Geometric Representations
Imran Nasim, Melanie Weber
SCML 2024
For a family of maps (equation presented) we analyze the speed of convergence (including constants) to the globally attracting neutral fixed point p = 0. The study is motivated by a problem in the optimization of routing. The aim of this paper is twofold: (1) to extend the usage of dynamical systems to unexplored areas of algorithms and (2) to provide a toolbox for a precise analysis of the iterates near a non-degenerate neutral fixed point. © 2009 Instytut Matematyczny PAN.
Imran Nasim, Melanie Weber
SCML 2024
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ICML 2023
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Ann. Math. Artif. Intell.
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