Time Series Modeling Comparison Hub

3 papers - avg viability 4.0

Reference Surfaces

Position: Universal Time Series Foundation Models Rest on a Category Error(2.0)
The paper challenges the feasibility of universal time series models, advocating for a paradigm focused on causal control agents and drift adaptation.
Position: Why a Dynamical Systems Perspective is Needed to Advance Time Series Modeling(2.0)
Leverage dynamical systems theory to enhance time series modeling with better forecasting and reduced computational demands.