--- title: "Tony Ross-Hellauer — author profile and papers in our library" description: "Tony Ross-Hellauer: 2 papers on Elamur Research (2023–2024) — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/tony-ross-hellauer/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/tony-ross-hellauer/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Tony Ross-Hellauer # Tony Ross-Hellauer Tony Ross-Hellauer has 2 papers in our library, in 2023–2024; often with [Dieter Theiler](https://md.research.elamur.ai/free/en/authors/dieter-theiler/), [Dominik Kowald](https://md.research.elamur.ai/free/en/authors/dominik-kowald/), [Harald Semmelrock](https://md.research.elamur.ai/free/en/authors/harald-semmelrock/). 2 papers in our library · 2023–2024 No OpenAlex profile matched yet. [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/tony-ross-hellauer/#papers) · [🔗 Cited 10 times in our library](https://md.research.elamur.ai/free/en/authors/tony-ross-hellauer/cited-by/) · [⭐ Paper Stars ranking: #8337](https://md.research.elamur.ai/free/en/paper-stars/page/84/#star-8337) 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=Tony+Ross-Hellauer) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Tony+Ross-Hellauer) · [dblp](https://dblp.org/search?q=Tony+Ross-Hellauer) · [ACL Anthology](https://aclanthology.org/search/?q=Tony+Ross-Hellauer) ## 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/) · [Decision Sciences · 2 works](https://md.research.elamur.ai/free/en/shelves/decision-sciences/) · [Information Systems · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) · [Information Systems and Management · 2 works](https://md.research.elamur.ai/free/en/shelves/decision-sciences/information-systems-and-management/) · [Artificial Intelligence · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) ## Works by year ### 2020s [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/tony-ross-hellauer/year/2024/) · [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/tony-ross-hellauer/year/2023/) ## Papers The most cited first (OpenAlex and our library). 1. **[Reproducibility in Machine Learning-based Research: Overview, Barriers and Drivers](https://md.research.elamur.ai/free/en/papers/semmelrock-2024-reproducibility-machine-learning-based/)** *(2024 · 92 citations)* The authors argue that ML-based research has a serious reproducibility problem and that the community still underestimates it. 2. **[Reproducibility in Machine Learning-Driven Research](https://md.research.elamur.ai/free/en/papers/semmelrock-2023-reproducibility-machine-learning-driven/)** *(2023 · 11 citations)* This mini survey examines why so many machine learning (ML) results cannot be reproduced, and what might help. ## Co-authors here 4 co-authors with a page, the most papers together first. - [Dieter Theiler](https://md.research.elamur.ai/free/en/authors/dieter-theiler/) ×2 - [Dominik Kowald](https://md.research.elamur.ai/free/en/authors/dominik-kowald/) ×2 - [Harald Semmelrock](https://md.research.elamur.ai/free/en/authors/harald-semmelrock/) ×2 - [Simone Kopeinik](https://md.research.elamur.ai/free/en/authors/simone-kopeinik/) ×2 ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [AI Magazine](https://md.research.elamur.ai/free/en/venues/ai-magazine/): [AI Magazine 2024](https://md.research.elamur.ai/free/en/venues/ai-magazine/2024/) ## Cited by Papers of our library cite their works 10 times (of the 149,439 papers whose bibliographies we read); [3 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/tony-ross-hellauer/cited-by/). Updated 3 November 2026