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CORR
2010
Springer
73views Education» more  CORR 2010»
13 years 11 months ago
On the Impact of the Migration Topology on the Island Model
Parallel Global Optimization Algorithms (PGOA) provide an efficient way of dealing with hard optimization problems. One method of parallelization of GOAs that is frequently applie...
Marek Rucinski, Dario Izzo, Francesco Biscani
CORR
2010
Springer
93views Education» more  CORR 2010»
13 years 11 months ago
Rank Awareness in Joint Sparse Recovery
In this paper we revisit the sparse multiple measurement vector (MMV) problem, where the aim is to recover a set of jointly sparse multichannel vectors from incomplete measurement...
Mike E. Davies, Yonina C. Eldar
CORR
2010
Springer
102views Education» more  CORR 2010»
13 years 11 months ago
MIREX: MapReduce Information Retrieval Experiments
We propose to use MapReduce to quickly test new retrieval approaches on a cluster of machines by sequentially scanning all documents. We present a small case study in which we use...
Djoerd Hiemstra, Claudia Hauff
CORR
2010
Springer
157views Education» more  CORR 2010»
13 years 11 months ago
A Survey on Network Codes for Distributed Storage
Distributed storage systems often introduce redundancy to increase reliability. When coding is used, the repair problem arises: if a node storing encoded information fails, in orde...
Alexandros G. Dimakis, Kannan Ramchandran, Yunnan ...
CORR
2010
Springer
103views Education» more  CORR 2010»
13 years 11 months ago
Spatially-Adaptive Reconstruction in Computed Tomography Based on Statistical Learning
We propose a direct reconstruction algorithm for Computed Tomography, based on a local fusion of a few preliminary image estimates by means of a non-linear fusion rule. One such ru...
Joseph Shtok, Michael Zibulevsky, Michael Elad
CORR
2010
Springer
89views Education» more  CORR 2010»
13 years 11 months ago
SHIELD: Social sensing and Help In Emergency using mobiLe Devices
School and College campuses face a perceived threat of violent crimes and require a realistic plan against unpredictable emergencies and disasters. Existing emergency systems (e.g....
Gautam S. Thakur, Mukul Sharma, Ahmed Helmy
CORR
2010
Springer
127views Education» more  CORR 2010»
13 years 11 months ago
Analysis of Basis Pursuit Via Capacity Sets
Finding the sparsest solution for an under-determined linear system of equations D = s is of interest in many applications. This problem is known to be NP-hard. Recent work studie...
Joseph Shtok, Michael Elad
CORR
2010
Springer
114views Education» more  CORR 2010»
13 years 11 months ago
Settling the Polynomial Learnability of Mixtures of Gaussians
Given data drawn from a mixture of multivariate Gaussians, a basic problem is to accurately estimate the mixture parameters. We give an algorithm for this problem that has running ...
Ankur Moitra, Gregory Valiant
CORR
2010
Springer
94views Education» more  CORR 2010»
13 years 11 months ago
Symmetric M-tree
The M-tree is a paged, dynamically balanced metric access method that responds gracefully to the insertion of new objects. To date, no algorithm has been published for the corresp...
Alan P. Sexton, Richard Swinbank
CORR
2010
Springer
124views Education» more  CORR 2010»
13 years 11 months ago
Displacement Calculus
The Lambek calculus L provides a foundation for categorial grammar in the form of a logic of concatenation. But natural language is characterized by dependencies which may also be...
Glyn Morrill, Oriol Valentín