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David Alvarez-Melis

David Alvarez-Melis has 2 papers in our library, in 2018–2024, most of them on Efficient models & compression; often with Tommi Jaakkola.

2 papers in our library · 2018–2024

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📄 2 works in our library · 🔗 Cited 70 times in our library · ⭐ Paper Stars ranking: #5356

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: Google Scholar · Semantic Scholar · dblp · ACL Anthology

 Fields, topics and concepts

Of its works in our library, with the number of works on each.

📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksArtificial Intelligence · 2 worksArts and Humanities · 1 workLanguage and Linguistics · 1 workComputer Vision and Pattern Recognition · 1 work

🧭 Topics 1Research subjects and languages the work is about.Efficient models & compression · 1 work

 Works by year

2020s

20241 paper

2010s

20181 paper

 Papers

The most cited first (OpenAlex and our library).

  1. Gromov-Wasserstein Alignment of Word Embedding Spaces (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 (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.

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

 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 →.

Updated

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