No Training Wheels: Steering Vectors for Bias Correction at Inference Time

Aviral Gupta, Armaan Sethi, Ameesh Sethi

Neural network classifiers trained on datasets with uneven group representation often inherit class biases and learn spurious correlations. These models may perform well on average…