--- title: "Martin Foltin · Hewlett-Packard — author profile and papers" description: "Martin Foltin, Hewlett-Packard: 2 papers on Elamur Research (2025–2026), h-index 25 — affiliations, topics, co-authors and who cites them…" canonical: "https://research.elamur.ai/free/en/authors/martin-foltin/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/martin-foltin/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Martin Foltin # Martin Foltin Martin Foltin has 2 papers in our library, in 2025–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Text generation](https://md.research.elamur.ai/free/en/topics/text-generation/), [Vision & language](https://md.research.elamur.ai/free/en/topics/multimodal/); often with [Suparna Bhattacharya](https://md.research.elamur.ai/free/en/authors/suparna-bhattacharya/), [Tarun Kumar](https://md.research.elamur.ai/free/en/authors/tarun-kumar/). 2 papers in our library · 2025–2026 [OpenAlex](https://openalex.org/A5071889037) · [ORCID](https://orcid.org/0000-0002-3386-0272) · [Wikidata](https://www.wikidata.org/wiki/Q130823674) · [**h-index 25**](https://openalex.org/authors/A5071889037) · [94 works](https://openalex.org/works?filter=author.id:A5071889037) · [2,716 citations](https://openalex.org/works?filter=author.id:A5071889037&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/martin-foltin/#papers) · 🔗 Cited 4 times in our library · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #10574](https://md.research.elamur.ai/free/en/paper-stars/page/106/#star-10574) 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=Martin+Foltin) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Martin+Foltin) · [dblp](https://dblp.org/search?q=Martin+Foltin) · [ACL Anthology](https://aclanthology.org/search/?q=Martin+Foltin) ## Affiliations [🏢**Hewlett-Packard** Palo Alto · United States 2002–2026 · 18 papers*current*](https://md.research.elamur.ai/free/en/companies/hewlett-packard/) · [🏢**Hewlett Packard Enterprise** Palo Alto · United States 2018–2026 · 16 papers*current*](https://ror.org/020x0c621) · [🏢**Hewlett Packard Enterprise** Galway · Ireland 2026 · 2 papers*current*](https://ror.org/05cc0x492) · [🎓**Universität Innsbruck** Innsbruck · Austria 1991–1998 · 28 papers](https://md.research.elamur.ai/free/en/universities/universitat-innsbruck/) · [🎓**Comenius University Bratislava** Bratislava · Slovakia 1996–2018 · 8 papers](https://md.research.elamur.ai/free/en/universities/comenius-university-bratislava/) · [🎓**Colorado State University** Fort Collins · United States 1998–2001 · 5 papers](https://md.research.elamur.ai/free/en/universities/colorado-state-university/) · [🎓**Pennsylvania State University** State College · United States 1994–1997 · 3 papers](https://md.research.elamur.ai/free/en/universities/pennsylvania-state-university/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 2 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 6 The field of science this work belongs to (OpenAlex fields).[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/) · [Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) 🧭 Topics 3 Research subjects and languages the work is about.[Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) · [Text generation · 1 work](https://md.research.elamur.ai/free/en/topics/text-generation/) · [Vision & language · 1 work](https://md.research.elamur.ai/free/en/topics/multimodal/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/martin-foltin/year/2026/) · [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/martin-foltin/year/2025/) ## Papers The most cited first (OpenAlex and our library). 1. **[SubLIME: Subset Selection via Rank Correlation Prediction for Data-Efficient LLM Evaluation](https://md.research.elamur.ai/free/en/papers/saranathan-2025-sublime-subset-selection-rank-correlation/)** *(2025 · 5 citations)* Running every new LLM on every benchmark has become very expensive. Existing data-efficient evaluation methods usually rely on many prior model results, which a newly added benchmark does not have. SubLIME, from Hewlett Packard Labs, addresses this cold-start case. It picks a small subset, 1–20% of a benchmark's… 2. **[CEBC: Conformal Evidence-Bounded Control for Low-Hallucination Vision–Language Generation](https://md.research.elamur.ai/free/en/papers/mishra-2026-cebc-conformal-evidence-bounded-control/)** *(2026)* Vision–language models often mention objects that are not in the image. Existing remedies tend either to make outputs vaguer or to require costly retraining. The Hewlett Packard Labs authors propose CEBC, a post-generation layer that works with any VLM and needs no training. It first produces a small pool of… ## 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. **[Decision trees within a molecular memristor ↗](https://doi.org/10.1038/s41586-021-03748-0) Nature · no summary yet**Sreetosh Goswami et al.*2021 · 137 citations* 2. **[SubLIME: Subset Selection via Rank Correlation Prediction for Data-Efficient LLM Evaluation](https://md.research.elamur.ai/free/en/papers/saranathan-2025-sublime-subset-selection-rank-correlation/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Gayathri Saranathan, Cong Xu, Mahammad Parwez Alam, et al.*2025 · 5 citations* 3. **[CEBC: Conformal Evidence-Bounded Control for Low-Hallucination Vision–Language Generation](https://md.research.elamur.ai/free/en/papers/mishra-2026-cebc-conformal-evidence-bounded-control/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Ashish Mishra, Tarun Kumar, Arpit Shah, et al.*2026* ## Co-authors here 2 co-authors with a page, the most papers together first. - [Suparna Bhattacharya](https://md.research.elamur.ai/free/en/authors/suparna-bhattacharya/) ×2 - [Tarun Kumar](https://md.research.elamur.ai/free/en/authors/tarun-kumar/) ×2 ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/) ×2: [ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/), [ACL 2025](https://md.research.elamur.ai/free/en/venues/acl/2025/) - Nature ## Cited by Papers of our library cite their works 4 times (of the 149,439 papers whose bibliographies we read). Updated 1 November 2026