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07/14/2023
Population Expansion for Training Language Models with Private Federated Learning
Federated learning (FL) combined with differential privacy (DP) offers m...
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05/17/2022
An Application of a Multivariate Estimation of Distribution Algorithm to Cancer Chemotherapy
Chemotherapy treatment for cancer is a complex optimisation problem with...
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03/24/2012
Transfer Learning, Soft Distance-Based Bias, and the Hierarchical BOA
An automated technique has recently been proposed to transfer learning i...
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01/11/2012
Distance-Based Bias in Model-Directed Optimization of Additively Decomposable Problems
For many optimization problems it is possible to define a distance metri...
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02/12/2005
Decomposable Problems, Niching, and Scalability of Multiobjective Estimation of Distribution Algorithms
The paper analyzes the scalability of multiobjective estimation of distr...
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02/07/2005
Scalability of Genetic Programming and Probabilistic Incremental Program Evolution
This paper discusses scalability of standard genetic programming (GP) an...
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02/07/2005
Multiobjective hBOA, Clustering, and Scalability
This paper describes a scalable algorithm for solving multiobjective dec...
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06/03/2004
Parallel Mixed Bayesian Optimization Algorithm: A Scaleup Analysis
Estimation of Distribution Algorithms have been proposed as a new paradi...
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05/18/2004
Efficiency Enhancement of Genetic Algorithms via Building-Block-Wise Fitness Estimation
This paper studies fitness inheritance as an efficiency enhancement tech...
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05/18/2004
Efficiency Enhancement of Probabilistic Model Building Genetic Algorithms
This paper presents two different efficiency-enhancement techniques for ...
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02/15/2004
Fitness inheritance in the Bayesian optimization algorithm
This paper describes how fitness inheritance can be used to estimate fit...
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02/15/2004
Computational complexity and simulation of rare events of Ising spin glasses
We discuss the computational complexity of random 2D Ising spin glasses,...
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02/15/2004