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Matthew D. Hoffman · Study
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Author
Matthew D. Hoffman
3 works
· latest 2015
· 3 institutions
cluster: provisional
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Citations
347
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Most cited in this library
Portfolio allocation for Bayesian optimization
2011 · 160 citations
Predictive Entropy Search for Bayesian Optimization with Unknown Constraints
2015 · 102 citations
On correlation and budget constraints in model-based bandit optimization with application to automatic machine learning
2014 · 85 citations
Works
3 shown
Predictive Entropy Search for Bayesian Optimization with Unknown Constraints
arXiv (Cornell University)
·
2015
·
5 authors
·
preprint
·
Open access
102
citations
On correlation and budget constraints in model-based bandit optimization with application to automatic machine learning
International Conference on Artificial Intelligence and Statistics
·
2014
·
3 authors
·
other
85
citations
Portfolio allocation for Bayesian optimization
·
2011
·
3 authors
160
citations