--- title: "Thomas G. Dietterich — author profile and papers in our library" description: "Thomas G. Dietterich, Oregon State University: 2 papers on Elamur Research (2014–2019), h-index 65 — affiliations, topics, co-authors and…" canonical: "https://research.elamur.ai/free/en/authors/thomas-g-dietterich/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/thomas-g-dietterich/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Thomas G. Dietterich # Thomas G. Dietterich Thomas G. Dietterich has 2 papers in our library, in 2014–2019, most of them on [Coreference resolution](https://md.research.elamur.ai/free/en/topics/coreference-resolution/); often with [Dan Hendrycks](https://md.research.elamur.ai/free/en/authors/dan-hendrycks/). 2 papers in our library · 2014–2019 [OpenAlex](https://openalex.org/A5074537073) · [ORCID](https://orcid.org/0000-0002-8223-8586) · [**h-index 65**](https://openalex.org/authors/A5074537073) · [285 works](https://openalex.org/works?filter=author.id:A5074537073) · [34,885 citations](https://openalex.org/works?filter=author.id:A5074537073&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/thomas-g-dietterich/#papers) · [🔗 Cited 162 times in our library](https://md.research.elamur.ai/free/en/authors/thomas-g-dietterich/cited-by/) · [2 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #4397](https://md.research.elamur.ai/free/en/paper-stars/page/44/#star-4397) The profile is the library's match of the name; two people with one name are not always told apart. Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Thomas+G.+Dietterich) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Thomas+G.+Dietterich) · [dblp](https://dblp.org/search?q=Thomas+G.+Dietterich) · [ACL Anthology](https://aclanthology.org/search/?q=Thomas+G.+Dietterich) ## Affiliations [🎓**Oregon State University** Corvallis · United States 1986–2026 · 223 papers*current*](https://md.research.elamur.ai/free/en/universities/oregon-state-university/) · [🏛️**Advanced Research + Invention Agency** London · United Kingdom 2024–2025 · 2 papers*current*](https://ror.org/028y4g372) · [🎓**Stanford University** Stanford · United States 1980–1985 · 6 papers](https://md.research.elamur.ai/free/en/universities/stanford-university/) · [🎓**University of Wyoming** Laramie · United States 2018 · 2 papers](https://ror.org/01485tq96) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 6 more institutions on single bylines are not listed. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 7 The field of science this work belongs to (OpenAlex fields).[Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Agricultural and Biological Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/agricultural-and-biological-sciences/) · [Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Plant Science · 1 work](https://md.research.elamur.ai/free/en/shelves/agricultural-and-biological-sciences/plant-science/) · [Arts and Humanities · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Language and Linguistics · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) 🧭 Topics 1 Research subjects and languages the work is about.[Coreference resolution · 1 work](https://md.research.elamur.ai/free/en/topics/coreference-resolution/) ## Works by year ### 2010s [**2019** 1 paper](https://md.research.elamur.ai/free/en/authors/thomas-g-dietterich/year/2019/) · [**2014** 1 paper](https://md.research.elamur.ai/free/en/authors/thomas-g-dietterich/year/2014/) ## Papers The most cited first (OpenAlex and our library). 1. **[Benchmarking Neural Network Robustness to Common Corruptions and Perturbations](https://md.research.elamur.ai/free/en/papers/hendrycks-2019-benchmarking-neural-network-robustness-common/)** *(2019 · 434 citations)* Most robustness research in computer vision focuses on worst-case adversarial attacks. Deployed classifiers, however, mostly face everyday degradations such as sensor noise, blur, bad weather and compression. Hendrycks and Dietterich formalize two average-case notions of robustness. Corruption robustness is accuracy… 2. **[Prune-and-Score: Learning for Greedy Coreference Resolution](https://md.research.elamur.ai/free/en/papers/ma-2014-prune-score-learning-greedy-coreference/)** *(2014 · 36 citations)* Most incremental coreference systems rely on one learned scoring function to make every clustering decision. ## All works 4 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them. 1. [**Benchmarking Neural Network Robustness to Common Corruptions and Perturbations arXiv:1903.12261**Dan Hendrycks, Thomas Dietterich*2019 · 434 citations*](https://md.research.elamur.ai/free/en/papers/hendrycks-2019-benchmarking-neural-network-robustness-common/) 2. **[Learning non-redundant codebooks for classifying complex objects ↗](https://doi.org/10.1145/1553374.1553533) International Conference on Machine Learning · no summary yet**Wei Zhang et al.*2009 · 72 citations* 3. **[Prune-and-Score: Learning for Greedy Coreference Resolution](https://md.research.elamur.ai/free/en/papers/ma-2014-prune-score-learning-greedy-coreference/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Chao Ma, Janardhan Rao Doppa, J. Walker Orr, et al.*2014 · 36 citations* 4. **[International Scientific Report on the Safety of Advanced AI (Interim Report) ↗](https://arxiv.org/abs/2412.05282) arXiv (Cornell University) · no summary yet**Yoshua Bengio et al.*2024 · 13 citations* ## Co-authors here 1 co-author with a page, the most papers together first. - [Dan Hendrycks](https://md.research.elamur.ai/free/en/authors/dan-hendrycks/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/): [EMNLP 2014](https://md.research.elamur.ai/free/en/venues/emnlp/2014/) - International Conference on Machine Learning ## Cited by Papers of our library cite their works 162 times (of the 149,439 papers whose bibliographies we read); [20 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/thomas-g-dietterich/cited-by/). Updated 2 November 2026