Chloe Azencott and S. Josh Swamidass, two graduate students in Professor Pierre Baldiﾒs lab, finished in 1st and 2nd place respectively in the data mining competition “Agnostic Learning vs. Prior Knowledge” part of the International Joint Conference on Neural Networks (IJCNN) 2007 Conference, a major international conference in the field of neural networks.