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Chapter and Conference Paper
Pruning Feedforward Neural Network Search Space Using Local Lipschitz Constants
Combination of backpropagation with global search algorithms such as genetic algorithm (GA) and particle swarm optimization (PSO) has been deployed to improve the efficacy of neural network training. However, ...
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Chapter and Conference Paper
Improving Population Estimation with Neural Network Models
Intercensal and postcensal population estimates are essential in federal, state, and local governments planning and resource allocation. Traditionally, linear regression based models are widely used for projec...