2 search results - page 1 / 1 » Local Overfitting Control via Leverages |
NECO
2002
13 years 4 months ago
2002
We present a novel approach to dealing with overfitting in black-box models. It is based on the leverages of the samples, i.e. on the influence that each observation has on the pa...
MICCAI
2010
Springer
13 years 3 months ago
2010
Springer
Abstract. This paper proposes a novel technique for constructing a neuroanatomical shape complex atlas using an information geometry framework. A shape complex is a collection of s...