Conrado Silva Miranda

Publication Activity (10 Years)

Years Active: 2015-2017
Publications (10 Years): 2

Top Topics

Gaussian Process

Pareto Frontier

Hyperparameters

Top Venues

IEEE Trans. Evol. Comput.

Publications

Conrado Silva Miranda, Fernando J. Von Zuben
Necessary and Sufficient Conditions for Surrogate Functions of Pareto Frontiers and Their Synthesis Using Gaussian Processes. IEEE Trans. Evol. Comput. 21 (1) (2017)
Conrado Silva Miranda, Fernando José Von Zuben
Single-Solution Hypervolume Maximization and its use for Improving Generalization of Neural Networks. CoRR (2016)
Conrado Silva Miranda, Fernando José Von Zuben
Necessary and Sufficient Conditions for Surrogate Functions of Pareto Frontiers and Their Synthesis Using Gaussian Processes. CoRR (2015)
Conrado Silva Miranda, Fernando J. Von Zuben
Asymmetric Distributions from Constrained Mixtures. CoRR (2015)
Conrado Silva Miranda, Fernando José Von Zuben
Hybrid Algorithm for Multi-Objective Optimization by Greedy Hypervolume Maximization. CoRR (2015)
Conrado Silva Miranda, Fernando José Von Zuben
Multi-Objective Optimization for Self-Adjusting Weighted Gradient in Machine Learning Tasks. CoRR (2015)
Conrado Silva Miranda, Fernando José Von Zuben
Reducing the Training Time of Neural Networks by Partitioning. CoRR (2015)