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🇺🇸EN/🇨🇳中文

Matthias Poloczek

University of Arizona

Papers

2

Total Citations

154

H-Index

2

About

No biography available yet.

Research Focus

Machine learning2 · 154 citations
Mathematical optimization2 · 154 citations
Bayesian optimization2 · 154 citations
Bayesian probability2 · 154 citations
Computer science2 · 154 citations
Artificial intelligence2 · 154 citations
Mathematics2 · 154 citations
Algorithm1 · 144 citations
Global optimization1 · 144 citations
Optimization problem1 · 144 citations
Probabilistic logic1 · 144 citations
Reinforcement learning1 · 144 citations

Key Achievements

2
H-Index
2
Papers
154
Total Citations
77
Avg Citations/Paper
🏆 Most Cited Paper
Scalable Global Optimization via Local Bayesian Optimization
144 citations · 2019
📈 Most Prolific Year: 2019 (1 Papers)
🤝 Key Collaborators: 6
🏛 Institutions: University of Arizona

Top Papers

  1. 1
    Scalable Global Optimization via Local Bayesian Optimization
    144 citations · 2019
  2. 2
    Increasing the Scope as You Learn: Adaptive Bayesian Optimization in Nested Subspaces
    10 citations · 2023

Key Collaborators

LPLeonard Papenmeier1 shared papersLNLuigi Nardi1 shared papersJRJacob R. Gardner1 shared papersDEDavid Eriksson1 shared papersMPMichael Pearce1 shared papersRTR.D. Turner1 shared papers
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