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SIAMCOMP
1998
92views more  SIAMCOMP 1998»
15 years 6 months ago
Surface Approximation and Geometric Partitions
Motivated by applications in computer graphics, visualization, and scienti c computation, we study the computational complexity of the following problem: Given a set S of n points...
Pankaj K. Agarwal, Subhash Suri
SSDBM
2008
IEEE
181views Database» more  SSDBM 2008»
16 years 23 days ago
Monitoring Aggregate k-NN Objects in Road Networks
Abstract. In recent years, there is an increasing need to monitor k nearest neighbor (k-NN) in a road network. There are existing solutions on either monitoring k-NN objects from a...
Lu Qin, Jeffrey Xu Yu, Bolin Ding, Yoshiharu Ishik...
NN
2000
Springer
123views Neural Networks» more  NN 2000»
15 years 6 months ago
Local minima and plateaus in hierarchical structures of multilayer perceptrons
Local minima and plateaus pose a serious problem in learning of neural networks. We investigate the hierarchical geometric structure of the parameter space of three-layer perceptr...
Kenji Fukumizu, Shun-ichi Amari
CORR
2010
Springer
143views Education» more  CORR 2010»
15 years 6 months ago
Connectivity in Sub-Poisson Networks
: We consider a class of point processes, which we call sub-Poisson; these are point processes that can be directionallyconvexly (dcx) dominated by some Poisson point process. The ...
Bartlomiej Blaszczyszyn, D. Yogeshwaran
SIAMJO
2002
99views more  SIAMJO 2002»
15 years 6 months ago
Active Sets, Nonsmoothness, and Sensitivity
Nonsmoothness pervades optimization, but the way it typically arises is highly structured. Nonsmooth behavior of an objective function is usually associated, locally, with an activ...
A. S. Lewis