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CORR
2010
Springer
92views Education» more  CORR 2010»
15 years 5 months ago
Random Projections for $k$-means Clustering
This paper discusses the topic of dimensionality reduction for k-means clustering. We prove that any set of n points in d dimensions (rows in a matrix A ∈ Rn×d ) can be project...
Christos Boutsidis, Anastasios Zouzias, Petros Dri...
CORR
2010
Springer
127views Education» more  CORR 2010»
15 years 5 months ago
Learning Networks of Stochastic Differential Equations
We consider linear models for stochastic dynamics. To any such model can be associated a network (namely a directed graph) describing which degrees of freedom interact under the d...
José Bento, Morteza Ibrahimi, Andrea Montan...
CORR
2010
Springer
65views Education» more  CORR 2010»
15 years 5 months ago
Generating Bijections between HOAS and the Natural Numbers
ly correct bijection between higher-order abstract syntax (HOAS) and the natural numbers enables one to define a "not equals" relationship between terms and also to have ...
John Tang Boyland
CORR
2010
Springer
102views Education» more  CORR 2010»
15 years 5 months ago
The impact of cell site re-homing on the performance of umts core networks
Mobile operators currently prefer optimizing their radio networks via re-homing or cutting over the cell sites in 2G or 3G networks. The core network, as the parental part of radi...
Ye Ouyang, M. Hosein Fallah
CORR
2010
Springer
121views Education» more  CORR 2010»
15 years 4 months ago
MiniAgda: Integrating Sized and Dependent Types
Sized types are a modular and theoretically well-understood tool for checking termination of recursive and productivity of corecursive definitions. The essential idea is to track ...
Andreas Abel