Brett Wujek

Computational Theory and Mathematics · 2002–2018

A researcher in the Science corpus: 2 papers; trusts 1 researcher and is trusted by 2 researchers here, as inferred from the citation graph.

Subfields

• Computational Theory and Mathematics — 6 citations into it
• Management Science and Operations Research — 5 citations into it

Whom Brett Wujek trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

1. Ruichen Jin

Who trusts Brett Wujek overall

1. Marc-André Zöller
2. Marco F. Huber

Papers from Brett Wujek's perspective

Ordered by how strongly the researchers Brett Wujek trusts endorse each paper. Same corpus, a different order for every researcher.

1. Random Search for Hyper-Parameter Optimization
2. Practical Bayesian Optimization of Machine Learning Algorithms
3. A Simplex Method for Function Minimization
4. No free lunch theorems for optimization
5. Comparative studies of metamodeling techniques under multiple modeling criteria
6. Metamodels for Computer-based Engineering Design: Survey and recommendations
7. Lipschitzian optimization without the Lipschitz constant
8. Modeling wine preferences by data mining from physicochemical properties
9. Genetic Algorithms in Search Optimization and Machine Learning
10. Hyperband: Bandit-Based Configuration Evaluation for Hyperparameter Optimization

Their papers

• Autotune: A Derivative-free Optimization Framework for Hyperparameter Tuning (2018) — 98 citations
• FACILITATING PROBABILISTIC MULTIDISCIPLINARY DESIGN OPTIMIZATION USING KRIGING APPROXIMATION MODELS (2002) — 61 citations