Researchers Unveil Tool to Debug ‘Black Box’ Deep Learning Algorithms
Scientists at Columbia and Lehigh Universities have developed a way to make self-taught machine learning systems transparent. Their tool feeds confusing, real-world inputs into the network to expose rare instances of flawed reasoning by clusters of neurons.