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» Imaginaries in Hilbert spaces
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JMLR
2008
88views more  JMLR 2008»
14 years 11 months ago
Universal Multi-Task Kernels
In this paper we are concerned with reproducing kernel Hilbert spaces HK of functions from an input space into a Hilbert space Y, an environment appropriate for multi-task learnin...
Andrea Caponnetto, Charles A. Micchelli, Massimili...
AUTOMATICA
2008
83views more  AUTOMATICA 2008»
14 years 11 months ago
Periodic smoothing splines
Periodic smoothing splines appear for example as generators of closed, planar curves, and in this paper they are constructed using a controlled two point boundary value problem in...
Hiroyuki Kano, Magnus Egerstedt, Hiroyuki Fujioka,...
EUSFLAT
2009
166views Fuzzy Logic» more  EUSFLAT 2009»
14 years 9 months ago
Approximations by Interval, Triangular and Trapezoidal Fuzzy Numbers
Abstract-- Recently, many scholars investigated interval, triangular, and trapezoidal approximations of fuzzy numbers. These researches can be grouped into two classes: the Euclide...
Chi-Tsuen Yeh
180
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VLDB
2008
ACM
178views Database» more  VLDB 2008»
15 years 11 months ago
The Bdual-Tree: indexing moving objects by space filling curves in the dual space
Abstract Existing spatiotemporal indexes suffer from either large update cost or poor query performance, except for the Bx -tree (the state-of-the-art), which consists of multiple ...
Man Lung Yiu, Yufei Tao, Nikos Mamoulis
NIPS
2004
15 years 14 days ago
Supervised Graph Inference
We formulate the problem of graph inference where part of the graph is known as a supervised learning problem, and propose an algorithm to solve it. The method involves the learni...
Jean-Philippe Vert, Yoshihiro Yamanishi