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CORR
2012
Springer
210views Education» more  CORR 2012»
14 years 12 days ago
Stability of the Max-Weight Protocol in Adversarial Wireless Networks
In this paper we consider the MAX-WEIGHT protocol for routing and scheduling in wireless networks under an adversarial model. This protocol has received a significant amount of a...
Sungsu Lim, Kyomin Jung, Matthew Andrews
CORR
2012
Springer
158views Education» more  CORR 2012»
14 years 12 days ago
Sparse grid quadrature on products of spheres
This paper examines sparse grid quadrature on weighted tensor products (wtp) of reproducing kernel Hilbert spaces on products of the unit sphere S2 . We describe a wtp quadrature ...
Markus Hegland, Paul Leopardi
CORR
2012
Springer
210views Education» more  CORR 2012»
14 years 12 days ago
MAV Stabilization using Machine Learning and Onboard Sensors
In many situations, Miniature Aerial Vehicles (MAVs) are limited to using only on-board sensors for navigation. This limits the data available to algorithms used for stabilization...
Jason Yosinski, Cooper Bills
CORR
2012
Springer
185views Education» more  CORR 2012»
14 years 12 days ago
Bayesian network learning with cutting planes
The problem of learning the structure of Bayesian networks from complete discrete data with a limit on parent set size is considered. Learning is cast explicitly as an optimisatio...
James Cussens
CORR
2012
Springer
232views Education» more  CORR 2012»
14 years 12 days ago
Smoothing Proximal Gradient Method for General Structured Sparse Learning
We study the problem of learning high dimensional regression models regularized by a structured-sparsity-inducing penalty that encodes prior structural information on either input...
Xi Chen, Qihang Lin, Seyoung Kim, Jaime G. Carbone...
CORR
2012
Springer
228views Education» more  CORR 2012»
14 years 12 days ago
Active Semi-Supervised Learning using Submodular Functions
Andrew Guillory, Jeff A. Bilmes
CORR
2012
Springer
182views Education» more  CORR 2012»
14 years 12 days ago
Organizing the Aggregate: Languages for Spatial Computing
As the number of computing devices embedded into engineered systems continues to rise, there is a widening gap between the needs of the user to control aggregates of devices and t...
Jacob Beal, Stefan Dulman, Kyle Usbeck, Mirko Viro...
CORR
2012
Springer
195views Education» more  CORR 2012»
14 years 12 days ago
Ranking hubs and authorities using matrix functions
The notions of subgraph centrality and communicability, based on the exponential of the adjacency matrix of the underlying graph, have been effectively used in the analysis of und...
Michele Benzi, Ernesto Estrada, Christine Klymko
134
Voted
CORR
2012
Springer
192views Education» more  CORR 2012»
14 years 12 days ago
Rapid Application Development Using Software Factories
: Software development is still based on manufactory production, and most of the programming code is still hand-crafted. Software development is very far away from the ultimate goa...
Toni Stojanovski, Tomislav Dzekov
CORR
2012
Springer
187views Education» more  CORR 2012»
14 years 12 days ago
Sequential Inference for Latent Force Models
Latent force models (LFMs) are hybrid models combining mechanistic principles with non-parametric components. In this article, we shall show how LFMs can be equivalently formulate...
Jouni Hartikainen, Simo Särkkä