Bighead's Algorithm Notes
Sep 20, 2025 · Artificial Intelligence
Recent Time-Series Paper Summaries (Sep 13‑19, 2025)
This article summarizes four recent time‑series forecasting papers, covering a universal delay‑embedding foundation model, a dual causal network that leverages exogenous variables, a distribution‑aware alignment plug‑in called TimeAlign, and a shapelet‑based framework for interpretable directional forecasting in noisy financial markets.
causal networkfinancial marketsforecasting
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