--- title: "Pierre-Alexandre Kamienny — author profile and papers" description: "Pierre-Alexandre Kamienny: 2 papers on Elamur Research (2022), h-index 8 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/pierre-alexandre-kamienny/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/pierre-alexandre-kamienny/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Pierre-Alexandre Kamienny # Pierre-Alexandre Kamienny Pierre-Alexandre Kamienny has 2 papers in our library, in 2022, most of them on [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/); often with [François Charton](https://md.research.elamur.ai/free/en/authors/francois-charton/), [Guillaume Lample](https://md.research.elamur.ai/free/en/authors/guillaume-lample/), [Stéphane d'Ascoli](https://md.research.elamur.ai/free/en/authors/stephane-d-ascoli/). 2 papers in our library · 2022 [OpenAlex](https://openalex.org/A5002110131) · [**h-index 8**](https://openalex.org/authors/A5002110131) · [20 works](https://openalex.org/works?filter=author.id:A5002110131) · [269 citations](https://openalex.org/works?filter=author.id:A5002110131&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/pierre-alexandre-kamienny/#papers) · [🔗 Cited 28 times in our library](https://md.research.elamur.ai/free/en/authors/pierre-alexandre-kamienny/cited-by/) · [2 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #9596](https://md.research.elamur.ai/free/en/paper-stars/page/96/#star-9596) 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=Pierre-Alexandre+Kamienny) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Pierre-Alexandre+Kamienny) · [dblp](https://dblp.org/search?q=Pierre-Alexandre+Kamienny) · [ACL Anthology](https://aclanthology.org/search/?q=Pierre-Alexandre+Kamienny) ## Affiliations [🎓**Sorbonne Université** Paris · France 2021–2023 · 4 papers](https://md.research.elamur.ai/free/en/universities/sorbonne-universite/) · [🔬**Institut Systèmes Intelligents et de Robotique** Paris · France 2021–2022 · 2 papers](https://md.research.elamur.ai/free/en/labs/institut-systemes-intelligents-et-de-robotique/) · [🔬**LIP6** Paris · France 2021–2022 · 2 papers](https://md.research.elamur.ai/free/en/labs/lip6/) · [🏢**Meta** London · United Kingdom 2021 · 2 papers](https://md.research.elamur.ai/free/en/companies/meta-united-kingdom/) · [🏢**Meta** Menlo Park · United States 2021 · 2 papers](https://md.research.elamur.ai/free/en/companies/meta/) 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 6 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/) · [Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Physics and Astronomy · 2 works](https://md.research.elamur.ai/free/en/shelves/physics-and-astronomy/) · [Statistical and Nonlinear Physics · 2 works](https://md.research.elamur.ai/free/en/shelves/physics-and-astronomy/statistical-and-nonlinear-physics/) · [Mathematics · 1 work](https://md.research.elamur.ai/free/en/shelves/mathematics/) · [Modeling and Simulation · 1 work](https://md.research.elamur.ai/free/en/shelves/mathematics/modeling-and-simulation/) 🧭 Topics 1 Research subjects and languages the work is about.[Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) ## Works by year ### 2020s [**2022** 2 papers](https://md.research.elamur.ai/free/en/authors/pierre-alexandre-kamienny/year/2022/) ## Papers The most cited first (OpenAlex and our library). 1. **[Deep Symbolic Regression for Recurrent Sequences](https://md.research.elamur.ai/free/en/papers/ascoli-2022-deep-symbolic-regression-recurrent-sequences/)** *(2022 · 27 citations)* The paper tackles symbolic regression for sequences. Given the first terms of an integer or float sequence, the goal is to recover a recurrence relation u_n = f(n, earlier terms) that generates it. This is the familiar "guess the next number" puzzle from IQ tests, and earlier symbolic regression work, which targeted… 2. **[End-to-end symbolic regression with transformers](https://md.research.elamur.ai/free/en/papers/kamienny-2022-end-end-symbolic-regression-transformers/)** *(2022 · 27 citations)* Symbolic regression (SR) looks for a readable mathematical formula that reproduces observed data. Usual pipelines first guess an expression "skeleton" and then fit its constants with BFGS. Genetic programming (GP) repeats this loop many times, so it is accurate but slow. Earlier Transformer methods predicted only… ## All works 4 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. **[Régression symbolique de bout en bout avec des transformers. ↗](https://openalex.org/W4323050423) HAL (Le Centre pour la Communication Scientifique Directe) · no summary yet**Pierre-Alexandre Kamienny et al.*2022 · 37 citations* 2. [**Deep Symbolic Regression for Recurrent Sequences arXiv:2201.04600**Stéphane d'Ascoli, Pierre-Alexandre Kamienny, Guillaume Lample, et al.*2022 · 27 citations*](https://md.research.elamur.ai/free/en/papers/ascoli-2022-deep-symbolic-regression-recurrent-sequences/) 3. [**End-to-end symbolic regression with transformers arXiv:2204.10532**Pierre-Alexandre Kamienny, Stéphane d'Ascoli, Guillaume Lample, et al.*2022 · 27 citations*](https://md.research.elamur.ai/free/en/papers/kamienny-2022-end-end-symbolic-regression-transformers/) 4. **[Deep Generative Symbolic Regression with Monte-Carlo-Tree-Search ↗](https://arxiv.org/abs/2302.11223) arXiv (Cornell University) · no summary yet**Pierre-Alexandre Kamienny et al.*2023 · 7 citations* ## Co-authors here 3 co-authors with a page, the most papers together first. - [François Charton](https://md.research.elamur.ai/free/en/authors/francois-charton/) ×2 - [Guillaume Lample](https://md.research.elamur.ai/free/en/authors/guillaume-lample/) ×2 - [Stéphane d'Ascoli](https://md.research.elamur.ai/free/en/authors/stephane-d-ascoli/) ×2 ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - HAL (Le Centre pour la Communication Scientifique Directe) ## Cited by Papers of our library cite their works 28 times (of the 149,439 papers whose bibliographies we read); [11 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/pierre-alexandre-kamienny/cited-by/). Updated 3 November 2026