UnLearning from Experience to Avoid Spurious Correlations

Jeff Mitchell, Jesús Martínez del Rincón, Niall McLaughlin

While deep neural networks can achieve state-of-the-art performance in many tasks, these models are more fragile than they appear. They are prone to learning spurious correlations…