--- title: "Dane Sherburn — author profile and papers — Elamur Research" description: "Dane Sherburn, Zero Emissions Resource Organisation: 2 papers on Elamur Research (2024–2025), h-index 4 — affiliations, topics…" canonical: "https://research.elamur.ai/free/en/authors/dane-sherburn/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/dane-sherburn/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Dane Sherburn # Dane Sherburn Dane Sherburn has 2 papers in our library, in 2024–2025; often with [Evan Mays](https://md.research.elamur.ai/free/en/authors/evan-mays/), [Giulio Starace](https://md.research.elamur.ai/free/en/authors/giulio-starace/), [James Aung](https://md.research.elamur.ai/free/en/authors/james-aung/). 2 papers in our library · 2024–2025 [OpenAlex](https://openalex.org/A5098316662) · [**h-index 4**](https://openalex.org/authors/A5098316662) · [6 works](https://openalex.org/works?filter=author.id:A5098316662) · [305 citations](https://openalex.org/works?filter=author.id:A5098316662&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/dane-sherburn/#papers) · [🔗 Cited 2,344 times in our library](https://md.research.elamur.ai/free/en/authors/dane-sherburn/cited-by/) · [⭐ Paper Stars ranking: #6184](https://md.research.elamur.ai/free/en/paper-stars/page/62/#star-6184) 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=Dane+Sherburn) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Dane+Sherburn) · [dblp](https://dblp.org/search?q=Dane+Sherburn) · [ACL Anthology](https://aclanthology.org/search/?q=Dane+Sherburn) ## Affiliations [🤝**Zero Emissions Resource Organisation** Oslo · Norway 2026 · 1 paper*current*](https://ror.org/03j5ebv52) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 1 more institution on single bylines are not listed. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 5 The field of science this work belongs to (OpenAlex fields).[Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Arts and Humanities · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) · [Language and Linguistics · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) ## Works by year ### 2020s [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/dane-sherburn/year/2025/) · [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/dane-sherburn/year/2024/) ## Papers The most cited first (OpenAlex and our library). 1. **[MLE-bench: Evaluating Machine Learning Agents on Machine Learning Engineering](https://md.research.elamur.ai/free/en/papers/chan-2024-mle-bench-evaluating-machine/)** *(2024 · 140 citations)* MLE-bench addresses the lack of benchmarks that test whether AI agents can carry out machine learning engineering autonomously from start to finish, rather than solving isolated coding problems. 2. **[PaperBench: Evaluating AI's Ability to Replicate AI Research](https://md.research.elamur.ai/free/en/papers/starace-2025-paperbench-evaluating-ai-s/)** *(2025 · 86 citations)* PaperBench measures whether AI agents can independently reproduce recent machine learning research. Agents receive 20 Spotlight and Oral papers from ICML 2024, covering 12 topic areas. For each paper, an agent must write a complete codebase from scratch, without access to the authors' original code, and include a… ## Co-authors here 11 co-authors with a page, the most papers together first. - [Evan Mays](https://md.research.elamur.ai/free/en/authors/evan-mays/) ×2 - [Giulio Starace](https://md.research.elamur.ai/free/en/authors/giulio-starace/) ×2 - [James Aung](https://md.research.elamur.ai/free/en/authors/james-aung/) ×2 - [Jun Shern Chan](https://md.research.elamur.ai/free/en/authors/jun-shern-chan/) ×2 - [Leon Maksin](https://md.research.elamur.ai/free/en/authors/leon-maksin/) ×2 - [Oliver Jaffe](https://md.research.elamur.ai/free/en/authors/oliver-jaffe/) ×2 - [Aleksander Mądry](https://md.research.elamur.ai/free/en/authors/aleksander-madry/) - [Amelia Glaese](https://md.research.elamur.ai/free/en/authors/amelia-glaese/) - [Johannes Heidecke](https://md.research.elamur.ai/free/en/authors/johannes-heidecke/) - [Lilian Weng](https://md.research.elamur.ai/free/en/authors/lilian-weng/) - [Rachel Dias](https://md.research.elamur.ai/free/en/authors/rachel-dias/) ## Cited by Papers of our library cite their works 2,344 times (of the 149,439 papers whose bibliographies we read); [618 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/dane-sherburn/cited-by/). Updated 2 November 2026