Matt Hoffman
Impact in
- Signal Processing top 5%
- Music and Audio Processing
- Speech and Audio Processing
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- Music Technology and Sound Studies
Papers in
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- Music Technology and Sound Studies 4
- Advanced Vision and Imaging 1
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- Gaussian Processes and Bayesian Inference 4
- Bayesian Methods and Mixture Models 3
- Co-authors
- David M. Blei (2 shared papers)David Mimno (1 shared paper)Monica Dinculescu (1 shared paper)Douglas Eck (1 shared paper)Noam Shazeer (1 shared paper)Cheng-Zhi Anna Huang (1 shared paper)Ashish Vaswani (1 shared paper)Ian Simon (1 shared paper)
- Journals
- International Journal of Sports Science & Coaching (1 paper)International Conference on Learning Representations (1 paper)Oxford University Research Archive (ORA) (University of Oxford) (2 papers)Proceedings of the ... Annual Hawaii International Conference on System Sciences (1 paper)arXiv (Cornell University) (2 papers)
- Partner nations
- United StatesCanadaAustralia
In The Last Decade
Matt Hoffman
13 papers receiving 234 citations
Peers
Comparison fields: 5 of 54
- Signal Processing 134
- Computer Vision and Pattern Recognition 114
- Artificial Intelligence 119
- Cognitive Neuroscience 57
- Computational Mathematics 1
Countries citing papers authored by Matt Hoffman
This map shows the geographic impact of Matt Hoffman's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Matt Hoffman with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Matt Hoffman more than expected).
Fields of papers citing papers by Matt Hoffman
This network shows the impact of papers produced by Matt Hoffman. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Matt Hoffman. The network helps show where Matt Hoffman may publish in the future.
Co-authors
The 25 scholars most cited alongside Matt Hoffman, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
| # | Work | ||
|---|---|---|---|
| 1 | Music Transformer: Generating Music with Long-Term Structure | 2019 | 119 |
| 2 | Sparse stochastic inference for latent Dirichlet allocation | 2012 | 43 |
| 3 | 2016 | 41 | |
| 4 | 2012 | 19 | |
| 5 | New inference strategies for solving Markov decision processes using reversible jump MCMC | 2009 | 14 |
| 6 | 2015 | 7 | |
| 7 | Trans-dimensional MCMC for Bayesian policy learning | 2007 | 6 |
| 8 | 2019 | 5 | |
| 9 | Scalable nonparametric Bayesian multilevel clustering | 2016 | 3 |
| 10 | 2021 | 3 | |
| 11 | 2007 | 1 | |
| 12 | Feature-Based Synthesis for Sonification and Psychoacoustic Research | 2006 | 1 |
| 13 | 2007 | 1 |
About Matt Hoffman
Matt Hoffman is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence, Signal Processing, Statistics and Probability and Cognitive Neuroscience, having authored 13 papers that have together received 263 indexed citations. Recurring topics across this work include Music Technology and Sound Studies (4 papers), Gaussian Processes and Bayesian Inference (4 papers), Music and Audio Processing (4 papers), Speech and Audio Processing (3 papers), Bayesian Methods and Mixture Models (3 papers), Markov Chains and Monte Carlo Methods (2 papers), Neuroscience and Music Perception (1 paper) and Advanced Vision and Imaging (1 paper). The work is most often cited by research in Signal Processing (134 citations), Computer Vision and Pattern Recognition (114 citations), Artificial Intelligence (119 citations), Cognitive Neuroscience (57 citations) and Computational Mathematics (1 citation). Matt Hoffman has collaborated with scholars based in United States, Canada and Australia. Frequent co-authors include David M. Blei, David Mimno, Monica Dinculescu, Douglas Eck, Noam Shazeer, Cheng-Zhi Anna Huang, Ashish Vaswani, Ian Simon, Curtis Hawthorne and Jakob Uszkoreit. Their work appears in journals such as International Journal of Sports Science & Coaching, International Conference on Learning Representations, Oxford University Research Archive (ORA) (University of Oxford), Proceedings of the ... Annual Hawaii International Conference on System Sciences and arXiv (Cornell University).
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.