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Position paper argues time series modeling needs dynamical systems perspective

Position paper argues time series modeling needs dynamical systems perspectiveView on Reddit

An ICML 2026 position paper (arXiv:2602.16864) argues that time series modeling requires a dynamical systems perspective to drive progress. The paper criticizes current deep learning approaches and proposes a shift toward modeling underlying dynamics.

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Jun 20, 8:47 AM
Position paper argues time series modeling needs dynamical systems perspective — AIBriefs