arxivcs.LG2026-07-20
Volatility-Aware Extreme Event Detection in High-Frequency Financial Markets
Predicting extreme price movements in high-frequency financial markets is a challenging task due to non-stationarity, heavy-tailed return distributions, and severe class imbalance. In particular, rare but impactful events are often difficult to detect using conventional modeling…