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JMLR
2010
13 years 11 days ago
2010
We introduce a nonparametric representation for graphical model on trees which expresses marginals as Hilbert space embeddings and conditionals as embedding operators. This formul...
IROS
2006
IEEE
13 years 11 months ago
2006
IEEE
— Warehouse operation has become a critical activity in supply chain to outperform competitors on customer service, lead times and costs. However, managers often meet difficulti...
JMLR
2010
13 years 11 days ago
2010
We address instance-based learning from a perceptual organization standpoint and present methods for dimensionality estimation, manifold learning and function approximation. Under...
ISPD
1998
ACM
13 years 9 months ago
1998
ACM
In this paper, we formulate a new class of optimization problem, named the general CH-posynomial program, and reveal the general dominance property. We propose an efcient algorith...
IJCAI
1997
13 years 7 months ago
1997
Object identification—the task of deciding that two observed objects are in fact one and the same object—is a fundamental requirement for any situated agent that reasons about...