Fighting Selection Bias in Statistical Learning: Application to Visual Recognition from Biased Image Databases

Stephan Clémençon, Pierre Laforgue, Robin Vogel

In practice, and especially when training deep neural networks, visual recognition rules are often learned based on various sources of information. On the other hand, the recent de…