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IPL
2010
79views more  IPL 2010»
15 years 5 months ago
Unrestricted and complete Breadth-First Search of trapezoid graphs in O(n) time
We present an O(n) Breadth-First Search algorithm for trapezoid graphs, which takes as input a trapezoid model and any priority order on the vertices. Our algorithm is the first ...
Christophe Crespelle, Philippe Gambette
JMLR
2010
198views more  JMLR 2010»
15 years 5 months ago
On Learning with Integral Operators
A large number of learning algorithms, for example, spectral clustering, kernel Principal Components Analysis and many manifold methods are based on estimating eigenvalues and eig...
Lorenzo Rosasco, Mikhail Belkin, Ernesto De Vito
183
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ICDT
2010
ACM
172views Database» more  ICDT 2010»
15 years 11 months ago
k-jump strategy for preserving privacy in micro-data disclosure
In disclosing micro-data with sensitive attributes, the goal is usually two fold. First, the data utility of disclosed data should be maximized for analysis purposes. Second, the ...
Wen Ming Liu, Lingyu Wang, Lei Zhang
JMLR
2010
107views more  JMLR 2010»
15 years 1 months ago
Learning Instance-Specific Predictive Models
This paper introduces a Bayesian algorithm for constructing predictive models from data that are optimized to predict a target variable well for a particular instance. This algori...
Shyam Visweswaran, Gregory F. Cooper
SIAMDM
2010
101views more  SIAMDM 2010»
15 years 1 months ago
Vision-Based Pursuit-Evasion in a Grid
We revisit the problem of pursuit-evasion in a grid introduced by Sugihara and Suzuki in the lineof-sight vision model. Consider an arbitrary evader Z with the maximum speed of 1 ...
Adrian Dumitrescu, Howi Kok, Ichiro Suzuki, Pawel ...