2 search results - page 1 / 1 » Local Overfitting Control via Leverages |
NECO
2002
15 years 1 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...
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MICCAI
2010
Springer
15 years 7 days 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...