TopoPrimer incorporates precomputed topological features from persistent homology and spectral sheaf coordinates into forecasting models, claiming up to 7.3% MSE gains on benchmarks and improved stability in seasonal spikes and cold-start cases.
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TopoPrimer: The Missing Topological Context in Forecasting Models
TopoPrimer incorporates precomputed topological features from persistent homology and spectral sheaf coordinates into forecasting models, claiming up to 7.3% MSE gains on benchmarks and improved stability in seasonal spikes and cold-start cases.