Optimal Embedding Dimension for Sparse Subspace Embeddings

Author:

Chenakkod Shabarish1ORCID,Dereziński Michał1ORCID,Dong Xiaoyu1ORCID,Rudelson Mark1ORCID

Affiliation:

1. University of Michigan, Ann Arbor, USA

Funder

Division of Mathematical Sciences

Publisher

ACM

Reference40 articles.

1. SIAM Journal on computing, 39, 1;Ailon Nir,2009

2. Afonso S Bandeira March T Boedihardjo and Ramon van Handel. 2023. Matrix concentration inequalities and free probability. Inventiones mathematicae 1–69.

3. Toward a Unified Theory of Sparse Dimensionality Reduction in Euclidean Space

4. Tatiana Brailovskaya and Ramon van Handel. 2022. Universality and sharp matrix concentration inequalities. arXiv preprint arXiv:2201.05142.

5. Coralia Cartis Jan Fiala and Zhen Shao. 2021. Hashing embeddings of optimal dimension with applications to linear least squares. arXiv preprint arXiv:2105.11815.

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