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CORR
2011
Springer
205views Education» more  CORR 2011»
14 years 1 months ago
Parallel Coordinate Descent for L1-Regularized Loss Minimization
We propose Shotgun, a parallel coordinate descent algorithm for minimizing L1regularized losses. Though coordinate descent seems inherently sequential, we prove convergence bounds...
Joseph K. Bradley, Aapo Kyrola, Danny Bickson, Car...
HPCC
2005
Springer
15 years 3 months ago
On Algorithm for the Delay- and Delay Variation-Bounded Multicast Trees Based on Estimation
With the multicast technology, demands for the real-time group applications through multicasting is getting more important. An essential factor of these real-time strategy is to op...
Youngjin Ahn, Moonseong Kim, Young-Cheol Bang, Hyu...
CCECE
2006
IEEE
15 years 3 months ago
Dynamic and Parallel Approaches to Optimal Evolutionary Tree Construction
Phylogenetic trees are commonly reconstructed based on hard optimization problems such as Maximum parsimony (MP) and Maximum likelihood (ML). Conventional MP heuristics for produc...
Anupam Bhattacharjee, Kazi Zakia Sultana, Zalia Sh...
SPDP
1991
IEEE
15 years 1 months ago
Optimal randomized algorithms for multipacket and cut through routing on the mesh
In this paper, we present a randomized algorithm for the multipacket (i.e., k − k) routing problem on an n × n mesh. The algorithm completes with high probability in at the mos...
Sanguthevar Rajasekaran, Mukund Raghavachari
ICPP
1995
IEEE
15 years 1 months ago
Generalized Algorithm for Parallel Sorting on Product Networks
If G is a connected graph with N nodes, its r dimensional product contains Nr nodes. We present an algorithm which sorts Nr keys stored in the rdimensional product of any graph G ...
Antonio Fernández, Nancy Eleser, Kemal Efe