https://cognaptus.com/tags/adwin/ Recent content in ADWIN on Cognaptus Hugo -- 0.145.0 en-us Wed, 15 Jul 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-07-15-dont-retrain-the-whole-map-when-one-neighborhood-moves/ Wed, 15 Jul 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-07-15-dont-retrain-the-whole-map-when-one-neighborhood-moves/ A controlled drift study shows when cluster-local monitoring can preserve model performance without paying the full cost of continuous retraining.