Tag: sparse representation

All the articles with the tag "sparse representation".

• Low-Dimensional Representations: Projection, MRL, and Sparse Representations

  27 May, 2026

  In large-scale retrieval systems, embedding cost comes from model inference, vector storage, memory bandwidth, and KNN search. This post compares projection, MRL, and CSR-style sparse representations.