Science Explorer Back to mapMap
Discussion
Researcher · Google (United States) · United States

Matthew W. Hoffman

Matthew W. Hoffman publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Computational Theory and Mathematics, on topics such as Machine Learning and Algorithms, Gaussian Processes and Bayesian Inference and Advanced Multi-Objective Optimization Algorithms.

OpenAlex
World rank
#1,856,554
of 7,710,434 ranked researchers
Rank in United States
#568,652
of 1,627,098
Works
30
Citations
2.2k
Citations per work
72.4
h-index
18
i10-index 20Top 16% in Artificial Intelligence
Matthew W. Hoffman

What does Matthew W. Hoffman research?

Matthew W. Hoffman's work is mostly in Computer Science (67%), Decision Sciences (9%), Engineering (4%).

Physical Sciences: 22 works · 72.9% of their workComputer Science: 20 works · 67.0% of their workArtificial Intelligence: 13 works · 43.5% of their workComputer Vision and Pattern Recognition: 4 works · 12.9% of their workComputational Theory and Mathematics: 3 works · 10.6% of their workEngineering: 1 works · 3.5% of their workBiomedical Engineering: 1 works · 3.5% of their workPhysics and Astronomy: 1 works · 2.4% of their workStatistical and Nonlinear Physics: 1 works · 2.4% of their workEverything else: 5 works · 17.7% of their workSocial Sciences: 3 works · 9.4% of their workDecision Sciences: 3 works · 9.4% of their workManagement Science and Operations Research: 3 works · 9.4% of their workTHEIR WORKMatthew W.Hoffman30works
Physical Sciences73%Social Sciences9%

Their six largest subfields, inside their fields and domains; the grey slice is everything else they publish. The interactive view splits every one of their works down to single topics.

The fields and subfields, with their numbers
    1. Computer Science2067.0%
    2. Engineering13.5%
    3. Physics and Astronomy12.4%
  2. Everything else517.7%
    1. Decision Sciences39.4%
  1. 1Artificial Intelligence44% of their works
  2. 2Computer Vision and Pattern Recognition13% of their works
  3. 3Computational Theory and Mathematics11% of their works
  4. 4Management Science and Operations Research9% of their works
  5. 5Biomedical Engineering4% of their works
  6. 6Statistical and Nonlinear Physics2% of their works

Research topics

Which keywords describe Matthew W. Hoffman's research?

The keywords of their largest research topics: Deep Learning, Gaussian Processes, Machine Learning, Bayesian Optimization, Semi-Supervised Learning, Image Classification, Neural Networks and Active Learning.

Size is their works in the topics tagged with each word, from their 8 largest topics. Each links to the topic it comes from most.

All 23 words, with their numbers
  1. Deep Learning254 topics
  2. Gaussian Processes162 topics
  3. Machine Learning162 topics
  4. Bayesian Optimization152 topics
  5. Semi-Supervised Learning122 topics
  6. Image Classification112 topics
  7. Neural Networks92 topics
  8. Active Learning81 topic
  9. Evolutionary Algorithms81 topic
  10. Multiobjective Optimization81 topic
  11. Sparse Regression81 topic
  12. Text Categorization81 topic
  13. Variational Inference81 topic
  14. Bandit Optimization71 topic
  15. Contextual Bandits71 topic
  16. Reinforcement Learning61 topic
  17. Robotics61 topic
  18. Domain Adaptation41 topic
  19. Transfer Learning41 topic
  20. Convolutional Neural Networks31 topic
  21. Image Recognition31 topic
  22. Machine Translation31 topic
  23. Word Representation31 topic

Where does Matthew W. Hoffman work?

Matthew W. Hoffman's main affiliation in the publication record is Google (United States), United States.

How many publications and citations does Matthew W. Hoffman have?

OpenAlex counts 30 works and 2,172 citations for Matthew W. Hoffman, an h-index of 18, ranking #1,856,554 of 7,710,434 researchers worldwide on the quality score.

Ranked on field-normalised excellence (50%), output (30%) and citations (20%). Counts come from OpenAlex author records, which occasionally merge different people who share a name or split one person into several.

Papers, co-authors, who cited this work and researchers on the nearest topics have tabs of their own, above. Is this your page? Claim it with your ORCID iD, or request a correction or removal.

Discussion

Ask a question or share a note about Matthew W. Hoffman. Posts are plain text and can be reported.