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» Optimization by Stochastic Continuation
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CVPR
2003
IEEE
16 years 5 months ago
Optimal Linear Representations of Images for Object Recognition
Although linear representations are frequently used in image analysis, their performances are seldom optimal in specific applications. This paper proposes a stochastic gradient al...
Xiuwen Liu, Anuj Srivastava, Kyle Gallivan
137
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JOTA
2010
144views more  JOTA 2010»
14 years 10 months ago
On a PDE Arising in One-Dimensional Stochastic Control Problems
The paper provides a systematic way for finding a partial differential equation that directly characterizes the optimal control, in the framework of one
Ricardo Josa-Fombellida, Juan Pablo Rincón-...
149
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HYBRID
2004
Springer
15 years 9 months ago
Dynamic Partitioning of Large Discrete Event Biological Systems for Hybrid Simulation and Analysis
Abstract. Biological systems involving genetic reactions are large discrete event systems, and often contain certain species that occur in small quantities, and others that occur i...
Natasha A. Neogi
112
Voted
ECAI
2006
Springer
15 years 7 months ago
Random Subset Optimization
Some of the most successful algorithms for satisfiability, such as Walksat, are based on random walks. Similarly, local search algorithms for solving constraint optimization proble...
Boi Faltings, Quang Huy Nguyen
125
Voted
CDC
2008
IEEE
116views Control Systems» more  CDC 2008»
15 years 10 months ago
General duality between optimal control and estimation
— Optimal control and estimation are dual in the LQG setting, as Kalman discovered, however this duality has proven difficult to extend beyond LQG. Here we obtain a more natural...
Emanuel Todorov