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» Imaginaries in Hilbert spaces
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JMLR
2008
88views more  JMLR 2008»
13 years 7 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»
13 years 7 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»
13 years 5 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
VLDB
2008
ACM
178views Database» more  VLDB 2008»
14 years 7 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
13 years 9 months 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