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124
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CORR
2011
Springer
205views Education» more  CORR 2011»
14 years 7 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...
151
Voted
POPL
2012
ACM
13 years 11 months ago
Analysis of recursively parallel programs
We propose a general formal model of isolated hierarchical parallel computations, and identify several fragments to match the concurrency constructs present in real-world programm...
Ahmed Bouajjani, Michael Emmi
141
Voted
TVCG
2012
179views Hardware» more  TVCG 2012»
13 years 6 months ago
Parallel Computation of 2D Morse-Smale Complexes
—The Morse-Smale complex is a useful topological data structure for the analysis and visualization of scalar data. This paper describes an algorithm that processes all mesh eleme...
Nithin Shivashankar, Senthilnathan M, Vijay Natara...
127
Voted
AIRS
2004
Springer
15 years 9 months ago
On Bit-Parallel Processing of Multi-byte Text
There exist practical bit-parallel algorithms for several types of pair-wise string processing, such as longest common subsequence computation or approximate string matching. The b...
Heikki Hyyrö, Jun Takaba, Ayumi Shinohara, Ma...
84
Voted
ICRA
1999
IEEE
94views Robotics» more  ICRA 1999»
15 years 8 months ago
Computing Parallel-Jaw Grips
In this paper we propose a new model for gripping parts with an industrial parallel-jaw gripper. In contrast to many previous models, we use two grip points and define candidate g...
Gordon Smith, Eric Lee, Kenneth Y. Goldberg, Karl-...