// Towards Data Science · 5 January 2026

Stop Blaming the Data: A Better Way to Handle Covariance Shift

Instead of using shift as an excuse for poor performance, use Inverse Probability Weighting to estimate how your model should perform in the new environment The post Stop Blaming the Data: A Better Way to Handle Covariance Shift appeared first on Towards Data Science.

Towards Data Science

@towards-data-science · Alon Lanyado

towardsdatascience.com

Towards Data Science@towards-data-science