2 search results - page 1 / 1 » Local Overfitting Control via Leverages |
86
Voted
NECO
2002
15 years 23 days 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...
130
Voted
MICCAI
2010
Springer
14 years 11 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...