https://cognaptus.com/tags/bias-mitigation/ Recent content in Bias Mitigation on Cognaptus Hugo -- 0.145.0 en-us Sat, 08 Nov 2025 00:00:00 +0000 https://cognaptus.com/blog/2025-11-08-spurious-minds-how-embedding-regularization-could-fix-bias-at-its-roots/ Sat, 08 Nov 2025 00:00:00 +0000 https://cognaptus.com/blog/2025-11-08-spurious-minds-how-embedding-regularization-could-fix-bias-at-its-roots/ A mechanism-first look at SCER, a robustness method that attacks spurious correlations inside model embeddings rather than merely reweighting biased data.