--- title: "David Alvarez-Melis — author profile and papers in our library" description: "David Alvarez-Melis: 2 papers on Elamur Research (2018–2024) — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/david-alvarez-melis/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/david-alvarez-melis/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / David Alvarez-Melis # David Alvarez-Melis David Alvarez-Melis has 2 papers in our library, in 2018–2024, most of them on [Efficient models & compression](https://md.research.elamur.ai/free/en/topics/efficient-models/); often with [Tommi Jaakkola](https://md.research.elamur.ai/free/en/authors/tommi-jaakkola/). 2 papers in our library · 2018–2024 No OpenAlex profile matched yet. [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/david-alvarez-melis/#papers) · [🔗 Cited 70 times in our library](https://md.research.elamur.ai/free/en/authors/david-alvarez-melis/cited-by/) · [⭐ Paper Stars ranking: #5356](https://md.research.elamur.ai/free/en/paper-stars/page/54/#star-5356) 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=David+Alvarez-Melis) · [Semantic Scholar](https://www.semanticscholar.org/search?q=David+Alvarez-Melis) · [dblp](https://dblp.org/search?q=David+Alvarez-Melis) · [ACL Anthology](https://aclanthology.org/search/?q=David+Alvarez-Melis) ## 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/) · [Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Arts and Humanities · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Language and Linguistics · 1 work](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 1 Research subjects and languages the work is about.[Efficient models & compression · 1 work](https://md.research.elamur.ai/free/en/topics/efficient-models/) ## Works by year ### 2020s [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/david-alvarez-melis/year/2024/) ### 2010s [**2018** 1 paper](https://md.research.elamur.ai/free/en/authors/david-alvarez-melis/year/2018/) ## Papers The most cited first (OpenAlex and our library). 1. **[Gromov-Wasserstein Alignment of Word Embedding Spaces](https://md.research.elamur.ai/free/en/papers/melis-2018-gromov-wasserstein-alignment-word-embedding/)** *(2018 · 338 citations)* The paper addresses unsupervised bilingual lexical induction: matching words across two languages using only monolingual embeddings, with no parallel data. 2. **[A Label is Worth a Thousand Images in Dataset Distillation](https://md.research.elamur.ai/free/en/papers/qin-2024-label-worth-thousand-images-dataset/)** *(2024 · 8 citations)* Dataset distillation compresses a large training set into a small synthetic one that trains models almost as well, but leading methods generate synthetic images in very different ways, so it is unclear what drives their success. ## Co-authors here 1 co-author with a page, the most papers together first. - [Tommi Jaakkola](https://md.research.elamur.ai/free/en/authors/tommi-jaakkola/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/): [EMNLP 2018](https://md.research.elamur.ai/free/en/venues/emnlp/2018/) - [Conference on Neural Information Processing Systems (NeurIPS)](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/): [NeurIPS 2024](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/2024/) ## Cited by Papers of our library cite their works 70 times (of the 149,439 papers whose bibliographies we read); [7 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/david-alvarez-melis/cited-by/). Updated 3 November 2026