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» Automatic Optimization for MapReduce Programs
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CP
2008
Springer
13 years 9 months ago
Universal Booleanization of Constraint Models
Abstract. While the efficiency and scalability of modern SAT technology offers an intriguing alternative approach to constraint solving via translation to SAT, previous work has mo...
Jinbo Huang
IJCAI
2007
13 years 8 months ago
Ensembles of Partially Trained SVMs with Multiplicative Updates
The training of support vector machines (SVM) involves a quadratic programming problem, which is often optimized by a complicated numerical solver. In this paper, we propose a muc...
Ivor W. Tsang, James T. Kwok
JCC
2006
82views more  JCC 2006»
13 years 7 months ago
Monte Carlo simulations of biomolecules: The MC module in CHARMM
: We describe the implementation of a general and flexible Monte Carlo (MC) module for the program CHARMM, which is used widely for modeling biomolecular systems with empirical ene...
Jie Hu, Ao Ma, Aaron R. Dinner
ML
2000
ACM
244views Machine Learning» more  ML 2000»
13 years 7 months ago
Learnable Evolution Model: Evolutionary Processes Guided by Machine Learning
A new class of evolutionary computation processes is presented, called Learnable Evolution Model or LEM. In contrast to Darwinian-type evolution that relies on mutation, recombinat...
Ryszard S. Michalski
DSD
2010
IEEE
137views Hardware» more  DSD 2010»
13 years 5 months ago
A C-to-RTL Flow as an Energy Efficient Alternative to Embedded Processors in Digital Systems
We present a high-level synthesis flow for mapping an algorithm description (in C) to a provably equivalent registertransfer level (RTL) description of hardware. This flow uses an ...
Sameer D. Sahasrabuddhe, Sreenivas Subramanian, Ku...