Frank Hutter
Papers
7
Total Citations
753
H-Index
5
About
No biography available yet.
Research Focus
Computer science7 · 753 citations
Artificial intelligence7 · 753 citations
Algorithm4 · 731 citations
Machine learning4 · 633 citations
Embedding3 · 629 citations
Bayesian probability3 · 629 citations
Mathematical optimization3 · 629 citations
Bayesian optimization3 · 629 citations
Categorical variable3 · 629 citations
Integer programming3 · 629 citations
Mathematics3 · 629 citations
Optimization problem3 · 629 citations
Key Achievements
5
H-Index
7
Papers
753
Total Citations
108
Avg Citations/Paper
🏆 Most Cited Paper
Bayesian Optimization in a Billion Dimensions via Random Embeddings
372 citations · 2016
📈 Most Prolific Year: 2016 (2 Papers)
🤝 Key Collaborators: 49
🏛 Institutions: University of Freiburg, Technische Universität Darmstadt
Top Papers
- 1Bayesian Optimization in a Billion Dimensions via Random Embeddings372 citations · 2016
- 2Bayesian optimization in high dimensions via random embeddings242 citations · 2013
- 3Diagnosis by a Waiter and a Mars Explorer102 citations · 2004
- 4
- 5Bayesian Optimization in a Billion Dimensions via Random Embeddings15 citations · 2013
- 6T3VIP: Transformation-based $3\mathrm{D}$ Video Prediction4 citations · 2022
- 7Reports on the 2015 AAAI Workshop Series2 citations · 2015
Key Collaborators
MZMasrour Zoghi3 shared papersDSDavid S. Matheson3 shared papersNDNando de Freitas2 shared papersZWZiyu Wang2 shared papersWBWolfram Burgard2 shared papersCWCan Wang1 shared papersMLMatteo Leonetti1 shared papersNDN. deFreitas1 shared papersBDBistra Dilkina1 shared papersASArash Shaban‐Nejad1 shared papersKEKatharina Eggensperger1 shared papersJMJim Mutch1 shared papersMVManuela Veloso1 shared papersRRRaghu Rajan1 shared papersERErick Rosete-Beas1 shared papersINIman Nematollahi1 shared papersDPDavid Poole1 shared papersYZYu Zheng1 shared papersGMGary Marcus1 shared papersRMRubén Morales-Menéndez1 shared papers
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