A topological evaluation framework for transformer time series forecasts that derives fidelity scores from persistence diagrams of delay embeddings, including a phase-aware localized metric.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
TopoCast: A Topological Fidelity Framework for Evaluating Transformer-Based Time Series Forecasting
A topological evaluation framework for transformer time series forecasts that derives fidelity scores from persistence diagrams of delay embeddings, including a phase-aware localized metric.