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GECCO
2008
Springer
135views Optimization» more  GECCO 2008»
15 years 5 months ago
iBOA: the incremental bayesian optimization algorithm
This paper proposes the incremental Bayesian optimization algorithm (iBOA), which modifies standard BOA by removing the population of solutions and using incremental updates of t...
Martin Pelikan, Kumara Sastry, David E. Goldberg
GECCO
2008
Springer
104views Optimization» more  GECCO 2008»
15 years 5 months ago
Understanding elementary landscapes
The landscape formalism unites a finite candidate solution set to a neighborhood topology and an objective function. This construct can be used to model the behavior of local sea...
Darrell Whitley, Andrew M. Sutton, Adele E. Howe
ICML
2010
IEEE
15 years 5 months ago
Asymptotic Analysis of Generative Semi-Supervised Learning
Semi-supervised learning has emerged as a popular framework for improving modeling accuracy while controlling labeling cost. Based on an extension of stochastic composite likeliho...
Joshua Dillon, Krishnakumar Balasubramanian, Guy L...
CORR
2010
Springer
136views Education» more  CORR 2010»
15 years 4 months ago
Applying Prolog to Develop Distributed Systems
Development of distributed systems is a difficult task. Declarative programming techniques hold a promising potential for effectively supporting programmer in this challenge. Whil...
Nuno P. Lopes, Juan A. Navarro, Andrey Rybalchenko...
CC
2002
Springer
103views System Software» more  CC 2002»
15 years 3 months ago
StreamIt: A Language for Streaming Applications
We characterize high-performance streaming applications as a new and distinct domain of programs that is becoming increasingly important. The StreamIt language provides novel high-...
William Thies, Michal Karczmarek, Saman P. Amarasi...