Matthew W. Hoffman

University of Cambridge, University of Washington

Papers

4

Total Citations

505

H-Index

4

About

No biography available yet.

Research Focus

Artificial intelligence4 · 505 citations
Computer science4 · 505 citations
Mathematics1 · 400 citations
Hyperparameter1 · 400 citations
Mathematical optimization1 · 400 citations
Algorithm1 · 400 citations
Differential evolution1 · 400 citations
Bayesian probability1 · 400 citations
Machine learning1 · 400 citations
Entropy (arrow of time)1 · 400 citations
Bayesian optimization1 · 400 citations
Optimization problem1 · 400 citations

Key Achievements

4
H-Index
4
Papers
505
Total Citations
126
Avg Citations/Paper
🏆 Most Cited Paper
Predictive Entropy Search for Efficient Global Optimization of Black-box Functions
400 citations · 2014
📈 Most Prolific Year: 2017 (2 Papers)
🤝 Key Collaborators: 11
🏛 Institutions: University of Cambridge, University of Washington

Top Papers

  1. 1
    Predictive Entropy Search for Efficient Global Optimization of Black-box Functions
    400 citations · 2014
  2. 2
    A probabilistic model of gaze imitation and shared attention
    81 citations · 2006
  3. 3
    The Intentional Unintentional Agent: Learning to Solve Many Continuous Control Tasks Simultaneously
    19 citations · 2017
  4. 4
    The Intentional Unintentional Agent: Learning to Solve Many Continuous Control Tasks Simultaneously
    5 citations · 2017

Key Collaborators

SGSergio Gómez Colmenarejo2 shared papersNDNando de Freitas2 shared papersMDMisha Denil2 shared papersSCSerkan Cabi2 shared papersJMJosé Miguel Hernández-Lobato1 shared papersZGZoubin Ghahramani1 shared papersRPRajesh P. N. Rao1 shared papersZWZiyu Wang1 shared papersZWZiyu Wang1 shared papersAPAaron P. Shon1 shared papersDBDavid B. Grimes1 shared papers
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