Mario Costa Sousa
Artificial Intelligence · 2009–2017
A researcher in the Science corpus: 2 papers; trusts 17 researchers and is trusted by 2 researchers here, as inferred from the citation graph.
Subfields
- Artificial Intelligence — 18 citations into it
- Computational Theory and Mathematics — 16 citations into it
- Mechanical Engineering — 10 citations into it
- Management Science and Operations Research — 7 citations into it
- Ocean Engineering — 7 citations into it
Whom Mario Costa Sousa trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Geir Evensen
- Adam D. Bull
- Denis Allard
- Yan Chen
- Donald R. Jones
- Alexandre Anozé Emerick
- Iain Murray
- Dean S. Oliver
- Carl E. Rasmussen
- Emmanuel Vazquez
Who trusts Mario Costa Sousa overall
Papers from Mario Costa Sousa's perspective
Ordered by how strongly the researchers Mario Costa Sousa trusts endorse each paper. Same corpus, a different order for every researcher.
- Practical Bayesian Optimization of Machine Learning Algorithms
- A Taxonomy of Global Optimization Methods Based on Response Surfaces
- A Tutorial on Bayesian Optimization of Expensive Cost Functions, with Application to Active User Modeling and Hierarchical Reinforcement Learning
- Efficient Global Optimization of Expensive Black-Box Functions
- Scalable Bayesian Optimization Using Deep Neural Networks
- ImageNet classification with deep convolutional neural networks
- Gaussian Processes for Big Data
- Gaussian Processes for Machine Learning (Adaptive Computation and Machine Learning)
- Application of Bayesian approach to numerical methods of global and stochastic optimization
- Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
Their papers
- Gaussian Processes for history-matching: application to an unconventional gas reservoir (2017) — 47 citations
- Sketch-based modeling: A survey (2009) — 426 citations