Konstantinos D. Polyzos
University of Minnesota, University of Patras, University of California San Diego
Papers
7
Total Citations
82
H-Index
5
About
No biography available yet.
Research Focus
Computer science6 · 80 citations
Artificial intelligence6 · 80 citations
Machine learning5 · 75 citations
Gaussian3 · 68 citations
Gaussian process3 · 68 citations
Bayesian probability4 · 65 citations
Bayesian optimization3 · 63 citations
Kernel (algebra)2 · 61 citations
Kriging2 · 61 citations
Hyperparameter2 · 61 citations
Mathematics2 · 61 citations
Surrogate model2 · 61 citations
Key Achievements
5
H-Index
7
Papers
82
Total Citations
12
Avg Citations/Paper
🏆 Most Cited Paper
Surrogate Modeling for Bayesian Optimization Beyond a Single Gaussian Process
53 citations · 2023
📈 Most Prolific Year: 2023 (3 Papers)
🤝 Key Collaborators: 9
🏛 Institutions: University of Minnesota, University of Patras, University of California San Diego
Top Papers
- 1
- 2
- 3Weighted Ensembles for Active Learning with Adaptivity7 citations · 2022
- 4Solving the Inverse Kinematics of Robotic Arm Using Autoencoders5 citations · 2019
- 5Weighted Ensembles for Adaptive Active Learning5 citations · 2024
- 6
- 7
Key Collaborators
GBGeorgios B. Giannakis6 shared papersQLQin Lu4 shared papersABAthanasios Bacharis2 shared papersHJH. James Nelson2 shared papersEDEvangelos Dermatas1 shared papersNPNikolaos Papanikolopoulos1 shared papersBLBingcong Li1 shared papersNPNikos Papanikolopoulos1 shared papersPPPeter P. Groumpos1 shared papers
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