--- title: "Sarah M. Loos — author profile and papers · Reasoning" description: "Sarah M. Loos, Carnegie Mellon University: 2 papers on Elamur Research (2017–2019), h-index 15 — affiliations, topics, co-authors and who…" canonical: "https://research.elamur.ai/free/en/authors/sarah-m-loos/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/sarah-m-loos/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Sarah M. Loos # Sarah M. Loos Sarah M. Loos has 2 papers in our library, in 2017–2019, most of them on [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/); often with [Christian Szegedy](https://md.research.elamur.ai/free/en/authors/christian-szegedy/), [Cezary Kaliszyk](https://md.research.elamur.ai/free/en/authors/cezary-kaliszyk/), [Geoffrey Irving](https://md.research.elamur.ai/free/en/authors/geoffrey-irving/). 2 papers in our library · 2017–2019 [OpenAlex](https://openalex.org/A5037766115) · [**h-index 15**](https://openalex.org/authors/A5037766115) · [26 works](https://openalex.org/works?filter=author.id:A5037766115) · [759 citations](https://openalex.org/works?filter=author.id:A5037766115&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/sarah-m-loos/#papers) · [🔗 Cited 161 times in our library](https://md.research.elamur.ai/free/en/authors/sarah-m-loos/cited-by/) · [3 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #6285](https://md.research.elamur.ai/free/en/paper-stars/page/63/#star-6285) 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=Sarah+M.+Loos) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Sarah+M.+Loos) · [dblp](https://dblp.org/search?q=Sarah+M.+Loos) · [ACL Anthology](https://aclanthology.org/search/?q=Sarah+M.+Loos) ## Affiliations [🎓**Carnegie Mellon University** Pittsburgh · United States 2011–2021 · 14 papers*current*](https://md.research.elamur.ai/free/en/universities/carnegie-mellon-university/) · [🏢**Google** Mountain View · United States 2018–2020 · 7 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. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 3 The field of science this work belongs to (OpenAlex fields).[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/) · [Computational Theory and Mathematics · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computational-theory-and-mathematics/) 🧭 Topics 1 Research subjects and languages the work is about.[Reasoning · 2 works](https://md.research.elamur.ai/free/en/topics/reasoning/) ## Works by year ### 2010s [**2019** 1 paper](https://md.research.elamur.ai/free/en/authors/sarah-m-loos/year/2019/) · [**2017** 1 paper](https://md.research.elamur.ai/free/en/authors/sarah-m-loos/year/2017/) ## Papers The most cited first (OpenAlex and our library). 1. **[Deep Network Guided Proof Search](https://md.research.elamur.ai/free/en/papers/loos-2017-deep-network-guided-proof-search/)** *(2017 · 139 citations)* Saturation-based first-order provers struggle to find proofs in large libraries of formal mathematics. This paper addresses that by letting deep neural networks choose which clause the prover E should process next. Training data come from 91,877 existing ATP proofs of Mizar Mathematical Library statements translated… 2. **[HOList: An Environment for Machine Learning of Higher-Order Theorem Proving](https://md.research.elamur.ai/free/en/papers/bansal-2019-holist-environment-machine-learning-higher/)** *(2019 · 78 citations)* Learning-based theorem proving has lacked a shared, large-scale benchmark. Existing proof assistants use incompatible logical foundations, and earlier datasets were either small or scored only with proxy metrics. HOList fills this gap. It is an open-source environment built on the HOL Light interactive prover… ## All works 5 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. [**Deep Network Guided Proof Search arXiv:1701.06972 (In Thomas Eiter and David Sands, editors, 21st International Conference on Logic for Programming, Artificial Intelligence and Reasoning (LPAR-21). EPiC Series in Computing, vol. 46, pages 85-105, EasyChair, 2017. ISSN 2398-7340)**Sarah Loos, Geoffrey Irving, Christian Szegedy, et al.*2017 · 139 citations*](https://md.research.elamur.ai/free/en/papers/loos-2017-deep-network-guided-proof-search/) 2. [**HOList: An Environment for Machine Learning of Higher-Order Theorem Proving arXiv:1904.03241**Kshitij Bansal, Sarah M. Loos, Markus N. Rabe, et al.*2019 · 78 citations*](https://md.research.elamur.ai/free/en/papers/bansal-2019-holist-environment-machine-learning-higher/) 3. **[Learning to Reason in Large Theories without Imitation ↗](https://arxiv.org/abs/1905.10501) arXiv:1905.10501 · no summary yet**Kshitij Bansal et al.*2019 · 36 citations* 4. **[Mathematical Reasoning in Latent Space ↗](https://arxiv.org/abs/1909.11851) arXiv:1909.11851 · no summary yet**Dennis Lee et al.*2019 · 33 citations* 5. **[Graph Representations for Higher-Order Logic and Theorem Proving ↗](https://arxiv.org/abs/1905.10006) arXiv:1905.10006 · no summary yet**Aditya Paliwal et al.*2019 · 33 citations* ## Co-authors here 5 co-authors with a page, the most papers together first. - [Christian Szegedy](https://md.research.elamur.ai/free/en/authors/christian-szegedy/) ×2 - [Cezary Kaliszyk](https://md.research.elamur.ai/free/en/authors/cezary-kaliszyk/) - [Geoffrey Irving](https://md.research.elamur.ai/free/en/authors/geoffrey-irving/) - [Kshitij Bansal](https://md.research.elamur.ai/free/en/authors/kshitij-bansal/) - [Markus N. Rabe](https://md.research.elamur.ai/free/en/authors/markus-n-rabe/) ## Cited by Papers of our library cite their works 161 times (of the 149,439 papers whose bibliographies we read); [20 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/sarah-m-loos/cited-by/). Updated 2 November 2026