--- title: "Marcus Hutter — author profile and papers" description: "Marcus Hutter, Australian National University: 2 papers on Elamur Research (2022–2023), h-index 36 — affiliations, topics, co-authors and who cites them…" canonical: "https://research.elamur.ai/free/en/authors/marcus-hutter/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/marcus-hutter/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Marcus Hutter # Marcus Hutter Marcus Hutter has 2 papers in our library, in 2022–2023, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Efficient models & compression](https://md.research.elamur.ai/free/en/topics/efficient-models/); often with [Anian Ruoss](https://md.research.elamur.ai/free/en/authors/anian-ruoss/), [Elliot Catt](https://md.research.elamur.ai/free/en/authors/elliot-catt/), [Gregoire Deletang](https://md.research.elamur.ai/free/en/authors/gregoire-deletang/). 2 papers in our library · 2022–2023 current affiliation [Australian National University](https://md.research.elamur.ai/free/en/universities/australian-national-university/), Canberra, Australia; [Google DeepMind](https://md.research.elamur.ai/free/en/companies/google-deepmind/), London, United Kingdom [OpenAlex](https://openalex.org/A5073944062) · [ORCID](https://orcid.org/0000-0002-3263-4097) · [**h-index 36**](https://openalex.org/authors/A5073944062) · [398 works](https://openalex.org/works?filter=author.id:A5073944062) · [6 442 citations](https://openalex.org/works?filter=author.id:A5073944062&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [2 works in our library](https://md.research.elamur.ai/free/en/authors/marcus-hutter/#papers) · [163 citations in our library](https://md.research.elamur.ai/free/en/authors/marcus-hutter/cited-by/) · 2 more works in our library · [⭐ Paper Star rank #3965](https://md.research.elamur.ai/free/en/paper-stars/page/40/#star-3965) 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=Marcus+Hutter) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Marcus+Hutter) · [dblp](https://dblp.org/search?q=Marcus+Hutter) · [ACL Anthology](https://aclanthology.org/search/?q=Marcus+Hutter) ## Affiliations [🎓**Australian National University** Canberra · Australia 2006–2026 · 211 papers*current*](https://md.research.elamur.ai/free/en/universities/australian-national-university/) · [🏢**Google DeepMind** London · United Kingdom 2015–2026 · 32 papers*current*](https://md.research.elamur.ai/free/en/companies/google-deepmind/) · [🔬**Dalle Molle Institute for Artificial Intelligence Research** Lugano · Switzerland 1999–2007 · 86 papers](https://ror.org/013355g38) · [🔬**Data61** Sydney · Australia 2006–2021 · 51 papers](https://md.research.elamur.ai/free/en/labs/data61/) · [🎓**ETH Zurich** Zurich · Switzerland 2011–2013 · 16 papers](https://md.research.elamur.ai/free/en/universities/eth-zurich/) · [🏢**Google** London · United Kingdom 2021–2025 · 5 papers](https://md.research.elamur.ai/free/en/companies/google-united-kingdom/) · [🎓**Ludwig-Maximilians-Universität München** Munich · Germany 1995–1997 · 4 papers](https://md.research.elamur.ai/free/en/universities/ludwig-maximilians-universitat-munchen/) · [🏢**Google** Mountain View · United States 2021–2025 · 2 papers](https://md.research.elamur.ai/free/en/companies/google/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 9 more institutions on single bylines are not listed. ## Topics [Language models & pretraining 1](https://md.research.elamur.ai/free/en/topics/language-models/) · [Efficient models & compression 1](https://md.research.elamur.ai/free/en/topics/efficient-models/) ## Works by year ### 2020s [**2023** 1 paper](https://md.research.elamur.ai/free/en/papers/deletang-2023-language-modeling-compression/) · [**2022** 1 paper](https://md.research.elamur.ai/free/en/papers/deletang-2022-neural-networks-chomsky-hierarchy/) ## Papers The most cited first (OpenAlex and our library). 1. **[Language Modeling Is Compression](https://md.research.elamur.ai/free/en/papers/deletang-2023-language-modeling-compression/)** *(2023 · 89 citations)* The paper revisits the old equivalence between prediction and lossless compression and uses it to evaluate large pretrained models. 2. **[Neural Networks and the Chomsky Hierarchy](https://md.research.elamur.ai/free/en/papers/deletang-2022-neural-networks-chomsky-hierarchy/)** *(2022 · 66 citations)* The authors investigate whether the theory of computation, specifically the Chomsky hierarchy, can predict where the ability of neural networks to generalize out of distribution ends. ## Also in our library 2 more works of theirs are in our library without a page here yet; they will appear as we publish them. ## Co-authors here 8 co-authors with a page, the most papers together first. - [Anian Ruoss](https://md.research.elamur.ai/free/en/authors/anian-ruoss/) ×2 - [Elliot Catt](https://md.research.elamur.ai/free/en/authors/elliot-catt/) ×2 - [Gregoire Deletang](https://md.research.elamur.ai/free/en/authors/gregoire-deletang/) ×2 - [Joel Veness](https://md.research.elamur.ai/free/en/authors/joel-veness/) ×2 - [Jordi Grau-Moya](https://md.research.elamur.ai/free/en/authors/jordi-grau-moya/) ×2 - [Li Kevin Wenliang](https://md.research.elamur.ai/free/en/authors/li-kevin-wenliang/) ×2 - [Tim Genewein](https://md.research.elamur.ai/free/en/authors/tim-genewein/) ×2 - [Paul-Ambroise Duquenne](https://md.research.elamur.ai/free/en/authors/paul-ambroise-duquenne/) ## Cited by Papers of our library cite their works 163 times (of the 140 884 papers whose bibliographies we read); [17 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/marcus-hutter/cited-by/).