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SDM
2008
SIAM
97views Data Mining» more  SDM 2008»
13 years 11 months ago
Efficient Distribution Mining and Classification
We define and solve the problem of "distribution classification", and, in general, "distribution mining". Given n distributions (i.e., clouds) of multi-dimensi...
Yasushi Sakurai, Rosalynn Chong, Lei Li, Christos ...
ECCV
2010
Springer
13 years 10 months ago
Adaptive Metric Registration of 3D Models to Non-rigid Image Trajectories
Abstract. This paper addresses the problem of registering a 3D model, represented as a cloud of points lying over a surface, to a set of 2D deforming image trajectories in the imag...
Alessio Del Bue
CRYPTO
2011
Springer
243views Cryptology» more  CRYPTO 2011»
12 years 10 months ago
Memory Delegation
We consider the problem of delegating computation, where the delegator doesn’t even know the input to the function being delegated, and runs in time significantly smaller than ...
Kai-Min Chung, Yael Tauman Kalai, Feng-Hao Liu, Ra...
GFKL
2005
Springer
82views Data Mining» more  GFKL 2005»
14 years 3 months ago
Robust Multivariate Methods: The Projection Pursuit Approach
Projection pursuit was originally introduced to identify structures in multivariate data clouds (Huber, 1985). The idea of projecting data to a lowdimensional subspace can also be ...
Peter Filzmoser, Sven Serneels, Christophe Croux, ...
PG
2003
IEEE
14 years 3 months ago
Neural Meshes: Statistical Learning Based on Normals
We present a method for the adaptive reconstruction of a surface directly from an unorganized point cloud. The algorithm is based on an incrementally expanding Neural Network and ...
Won-Ki Jeong, Ioannis P. Ivrissimtzis, Hans-Peter ...