--- title: "Joaquin Vanschoren — author profile and papers in our library" description: "Joaquin Vanschoren, Kempelen Institute of Intelligent Technologies: 2 papers on Elamur Research (2026), h-index 38 — affiliations, topics…" canonical: "https://research.elamur.ai/free/en/authors/joaquin-vanschoren/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/joaquin-vanschoren/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Joaquin Vanschoren # Joaquin Vanschoren Joaquin Vanschoren has 2 papers in our library, in 2026, 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 [Branislav Pecher](https://md.research.elamur.ai/free/en/authors/branislav-pecher/), [Ivan Srba](https://md.research.elamur.ai/free/en/authors/ivan-srba/), [Maria Bielikova](https://md.research.elamur.ai/free/en/authors/maria-bielikova/). 2 papers in our library · 2026 [OpenAlex](https://openalex.org/A5016794035) · [ORCID](https://orcid.org/0000-0001-7044-9805) · [Wikidata](https://www.wikidata.org/wiki/Q53089918) · [**h-index 38**](https://openalex.org/authors/A5016794035) · [224 works](https://openalex.org/works?filter=author.id:A5016794035) · [7,097 citations](https://openalex.org/works?filter=author.id:A5016794035&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/joaquin-vanschoren/#papers) · [🔗 Cited 226 times in our library](https://md.research.elamur.ai/free/en/authors/joaquin-vanschoren/cited-by/) · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #10680](https://md.research.elamur.ai/free/en/paper-stars/page/107/#star-10680) 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=Joaquin+Vanschoren) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Joaquin+Vanschoren) · [dblp](https://dblp.org/search?q=Joaquin+Vanschoren) · [ACL Anthology](https://aclanthology.org/search/?q=Joaquin+Vanschoren) ## Affiliations [🎓**Eindhoven University of Technology** Eindhoven · Netherlands 2014–2026 · 128 papersEmployment*current*](https://md.research.elamur.ai/free/en/universities/eindhoven-university-of-technology/) · [🤝**Kempelen Institute of Intelligent Technologies** Bratislava · Slovakia 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/ngos/kempelen-institute-of-intelligent-technologies/) · [🎓**KU Leuven** Leuven · Belgium 2006–2013 · 18 papers](https://md.research.elamur.ai/free/en/universities/ku-leuven/) · [🎓**Leiden University** Leiden · Netherlands 1996–2014 · 11 papers](https://md.research.elamur.ai/free/en/universities/leiden-university/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. ## 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).[Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Arts and Humanities · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) 🧭 Topics 2 Research subjects and languages the work is about.[Efficient models & compression · 1 work](https://md.research.elamur.ai/free/en/topics/efficient-models/) · [Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) ## Works by year ### 2020s [**2026** 2 papers](https://md.research.elamur.ai/free/en/authors/joaquin-vanschoren/year/2026/) ## Papers The most cited first (OpenAlex and our library). 1. **[Automatic Combination of Sample Selection Strategies for Few-Shot Learning](https://md.research.elamur.ai/free/en/papers/pecher-2026-automatic-combination-sample-selection-strategies/)** *(2026 · 15 citations)* Picking which labelled examples to use strongly affects few-shot performance. Methods for large language models tend to rely on selectors built for specific in-context learning setups and overlook classic strategies from supervised learning, such as active learning and core-set methods. The authors propose ACSESS… 2. **[An Empirical Study of Speculative Decoding for Small Language Models](https://md.research.elamur.ai/free/en/papers/mainardi-2026-empirical-study-speculative-decoding-small/)** *(2026)* Speculative decoding speeds up LLM inference: a cheap drafter proposes tokens, and the target model checks them in a single forward pass. ## All works 3 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. **[Automatic Combination of Sample Selection Strategies for Few-Shot Learning](https://md.research.elamur.ai/free/en/papers/pecher-2026-automatic-combination-sample-selection-strategies/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Branislav Pecher, Ivan Srba, Maria Bielikova, et al.*2026 · 15 citations* 2. **[An Empirical Study of Speculative Decoding for Small Language Models](https://md.research.elamur.ai/free/en/papers/mainardi-2026-empirical-study-speculative-decoding-small/) [Conference of the European Chapter of the Association for Computational Linguistics (EACL)](https://md.research.elamur.ai/free/en/venues/eacl/)**Luca Mainardi, Selcuk Sandikci, Joaquin Vanschoren*2026* 3. **[TimeSage-MT: A Multi-Turn Benchmark for Evaluating Agentic Time Series Reasoning ↗](https://arxiv.org/abs/2606.01498) arXiv:2606.01498 · no summary yet**Yaxuan Kong et al.*2026* ## Co-authors here 3 co-authors with a page, the most papers together first. - [Branislav Pecher](https://md.research.elamur.ai/free/en/authors/branislav-pecher/) - [Ivan Srba](https://md.research.elamur.ai/free/en/authors/ivan-srba/) - [Maria Bielikova](https://md.research.elamur.ai/free/en/authors/maria-bielikova/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Conference of the European Chapter of the Association for Computational Linguistics (EACL)](https://md.research.elamur.ai/free/en/venues/eacl/): [EACL 2026](https://md.research.elamur.ai/free/en/venues/eacl/2026/) - [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/): [Findings of the Association for Computational Linguistics 2026](https://md.research.elamur.ai/free/en/venues/findings/2026/) ## Cited by Papers of our library cite their works 226 times (of the 149,439 papers whose bibliographies we read); [52 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/joaquin-vanschoren/cited-by/). Updated 1 November 2026