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JMLR
2010
225views more  JMLR 2010»
14 years 12 months ago
Hartigan's Method: k-means Clustering without Voronoi
Hartigan's method for k-means clustering is the following greedy heuristic: select a point, and optimally reassign it. This paper develops two other formulations of the heuri...
Matus Telgarsky, Andrea Vattani
JMLR
2010
130views more  JMLR 2010»
14 years 12 months ago
A Regularization Approach to Nonlinear Variable Selection
In this paper we consider a regularization approach to variable selection when the regression function depends nonlinearly on a few input variables. The proposed method is based o...
Lorenzo Rosasco, Matteo Santoro, Sofia Mosci, Ales...
SIAMREV
2010
181views more  SIAMREV 2010»
14 years 12 months ago
A Variational Approach to Copositive Matrices
This work surveys essential properties of the so-called copositive matrices, the study of which is spread over more than fifty-five years. Special emphasis is given to variational ...
Jean-Baptiste Hiriart-Urruty, Alberto Seeger
BIRTHDAY
2012
Springer
14 years 26 days ago
The Logical Execution Time Paradigm
Embedded systems must interact with their real-time environment in a timely and dependable fashion. Most embeddedsystems architectures and design processes consider “nonfunction...
Christoph M. Kirsch, Ana Sokolova
JMLR
2012
13 years 7 months ago
Graphlet decomposition of a weighted network
We introduce the graphlet decomposition of a weighted network, which encodes a notion of social information based on social structure. We develop a scalable algorithm, which combi...
Hossein Azari Soufiani, Edo Airoldi