Post Selection Inference with Kernels

Makoto Yamada, Yuta Umezu, Kenji Fukumizu, Ichiro Takeuchi

Abstract: Finding a set of statistically significant features from complex data (e.g., nonlinear and/or multi-dimensional output data) is important for scientific discovery and has a number of practical appl...