Oleg Golovidov

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 Oleg Golovidov trusts overall

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

1. Donald R. Jones
2. David Hilton Wolpert
3. John A. Nelder
4. Jasper Snoek

Who trusts Oleg Golovidov overall

1. Marc-André Zöller

Papers from Oleg Golovidov's perspective

Ordered by how strongly the researchers Oleg Golovidov 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. Lipschitzian optimization without the Lipschitz constant
6. Genetic Algorithms in Search Optimization and Machine Learning
7. Comparative studies of metamodeling techniques under multiple modeling criteria
8. Metamodels for Computer-based Engineering Design: Survey and recommendations
9. Modeling wine preferences by data mining from physicochemical properties
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