Ivo Couckuyt
Computational Theory and Mathematics · 2010–2017
A researcher in the Science corpus: 3 papers; trusts 26 researchers and is trusted by 3 researchers here, as inferred from the citation graph.
Subfields
- Computational Theory and Mathematics — 30 citations into it
- Artificial Intelligence — 20 citations into it
- Management Science and Operations Research — 14 citations into it; #8,709 of 11,946 by trust here, #5,316 by citations
- Statistics and Probability — 12 citations into it
- Mechanical Engineering — 9 citations into it
- Ocean Engineering — 7 citations into it
- Environmental Engineering — 5 citations into it
Whom Ivo Couckuyt trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Donald R. Jones
- Geir Evensen
- Michael L. Stein
- Adam D. Bull
- Denis Allard
- Alexander I. J. Forrester
- Yan Chen
- Jack P. C. Kleijnen
- Loic Le Gratiet
- Marc C. Kennedy
Who trusts Ivo Couckuyt overall
Papers from Ivo Couckuyt's perspective
Ordered by how strongly the researchers Ivo Couckuyt trusts endorse each paper. Same corpus, a different order for every researcher.
- Efficient Global Optimization of Expensive Black-Box Functions
- Practical Bayesian Optimization of Machine Learning Algorithms
- A Taxonomy of Global Optimization Methods Based on Response Surfaces
- Design and analysis of computer experiments
- ImageNet classification with deep convolutional neural networks
- Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
- Learning Multiple Layers of Features from Tiny Images
- Gradient-based learning applied to document recognition
- Scalable Bayesian Optimization Using Deep Neural Networks
- Predicting the output from a complex computer code when fast approximations are available
Their papers
- A Surrogate Modeling and Adaptive Sampling Toolbox for Computer Based Design (2010) — 550 citations
- Performance study of multi-fidelity gradient enhanced kriging (2015) — 68 citations
- Gaussian Processes for history-matching: application to an unconventional gas reservoir (2017) — 47 citations