152 search results - page 4 / 31 » {Algorithmic Minimal Sufficient Statistics: a New Definition |
3DIM
2007
IEEE
14 years 1 months ago
2007
IEEE
We describe a variation of the iterative closest point (ICP) algorithm for aligning two point sets under a set of transformations. Our algorithm is superior to previous algorithms...
ICS
2010
Tsinghua U.
14 years 4 months ago
2010
Tsinghua U.
: The generic problem of estimation and inference given a sequence of i.i.d. samples has been extensively studied in the statistics, property testing, and learning communities. A n...
INFORMATICALT
2000
13 years 7 months ago
2000
Abstract. The paper presents new method for sequential classification of the time series observations. Methods and algorithms of sequential recognition are obtained on the basis of...
NIPS
2000
13 years 9 months ago
2000
The Vicinal Risk Minimization principle establishes a bridge between generative models and methods derived from the Structural Risk Minimization Principle such as Support Vector M...
JMLR
2008
13 years 7 months ago
2008
The statistical problem of estimating the effective dimension-reduction (EDR) subspace in the multi-index regression model with deterministic design and additive noise is consider...