Tom D'haene
Computational Theory and Mathematics · 2007–2017
A researcher in the Science corpus: 8 papers; trusts 33 researchers and is trusted by 7 researchers here, as inferred from the citation graph.
Subfields
- Computational Theory and Mathematics — 30 citations into it
- Artificial Intelligence — 22 citations into it
- Management Science and Operations Research — 14 citations into it; #8,708 of 11,946 by trust here, #5,316 by citations
- Statistics and Probability — 13 citations into it; #10,121 of 12,932 by trust here, #7,508 by citations
- Mechanical Engineering — 9 citations into it
- Ocean Engineering — 7 citations into it
- Environmental Engineering — 5 citations into it
Whom Tom D'haene trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
Who trusts Tom D'haene overall
Papers from Tom D'haene's perspective
Ordered by how strongly the researchers Tom D'haene 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
- Scalable Bayesian Optimization Using Deep Neural Networks
- A Tutorial on Bayesian Optimization of Expensive Cost Functions, with Application to Active User Modeling and Hierarchical Reinforcement Learning
- Predicting the output from a complex computer code when fast approximations are available
- Application of Bayesian approach to numerical methods of global and stochastic optimization
- Applied Regression Including Computing and Graphics
- Kriging is well-suited to parallelize optimization
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
- FlowSOM: Using self‐organizing maps for visualization and interpretation of cytometry data (2015) — 1,724 citations
- Orthonormal Vector Fitting: A Robust Macromodeling Tool for Rational Approximation of Frequency Domain Responses (2007) — 193 citations
- Advancements in Iterative Methods for Rational Approximation in the Frequency Domain (2007) — 93 citations
- Macromodeling of Multiport Systems Using a Fast Implementation of the Vector Fitting Method (2008) — 540 citations
- Gaussian Processes for history-matching: application to an unconventional gas reservoir (2017) — 47 citations
- Passivity-Preserving Parametric Macromodeling by Means of Scaled and Shifted State-Space Systems (2011) — 55 citations