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» Simulation Optimization: Methods and Applications
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EUROPAR
2006
Springer
15 years 5 months ago
Surrounding Theorem: Developing Parallel Programs for Matrix-Convolutions
Computations on two-dimensional arrays such as matrices and images are one of the most fundamental and ubiquitous things in computational science and its vast application areas, bu...
Kento Emoto, Kiminori Matsuzaki, Zhenjiang Hu, Mas...
CPAIOR
2010
Springer
15 years 5 months ago
Automated Configuration of Mixed Integer Programming Solvers
Abstract. State-of-the-art solvers for mixed integer programming (MIP) problems are highly parameterized, and finding parameter settings that achieve high performance for specific ...
Frank Hutter, Holger H. Hoos, Kevin Leyton-Brown
AAAI
2008
15 years 4 months ago
Instance-level Semisupervised Multiple Instance Learning
Multiple instance learning (MIL) is a branch of machine learning that attempts to learn information from bags of instances. Many real-world applications such as localized content-...
Yangqing Jia, Changshui Zhang
APLAS
2008
ACM
15 years 3 months ago
Certified Reasoning in Memory Hierarchies
Abstract. Parallel programming is rapidly gaining importance as a vector to develop high performance applications that exploit the improved capabilities of modern computer architec...
Gilles Barthe, César Kunz, Jorge Luis Sacch...
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ATAL
2008
Springer
15 years 3 months ago
Emerging coordination in infinite team Markov games
In this paper we address the problem of coordination in multi-agent sequential decision problems with infinite statespaces. We adopt a game theoretic formalism to describe the int...
Francisco S. Melo, M. Isabel Ribeiro