Deep Neural Networks Tend To Extrapolate Predictably

Katie Kang, Amrith Setlur, Claire Tomlin +1

Conventional wisdom suggests that neural network predictions tend to be unpredictable and overconfident when faced with out-of-distribution (OOD) inputs. Our work reassesses this a…