Accelerating Extreme Search of Multidimensional Functions Based on Natural Gradient Descent with Dirichlet Distributions
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- Gómez, Yolanda M. & Bolfarine, Heleno & Gómez, Héctor W., 2019. "Gumbel distribution with heavy tails and applications to environmental data," Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 157(C), pages 115-129.
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- Ruslan Abdulkadirov & Pavel Lyakhov & Nikolay Nagornov, 2023. "Survey of Optimization Algorithms in Modern Neural Networks," Mathematics, MDPI, vol. 11(11), pages 1-37, May.
- Abdulkadirov, R. & Lyakhov, P. & Bergerman, M. & Reznikov, D., 2024. "Satellite image recognition using ensemble neural networks and difference gradient positive-negative momentum," Chaos, Solitons & Fractals, Elsevier, vol. 179(C).
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Keywords
natural gradient descent; optimization; K–L divergence; Dirichlet distribution; generalized Dirichlet distribution;All these keywords.
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