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cs.LG2025
TurboQuant: Online Vector Quantization with Near-optimal Distortion Rate
Amir Zandieh, Majid Daliri, Majid Hadian +1
Vector quantization, a problem rooted in Shannon's source coding theory, aims to quantize high-dimensional Euclidean vectors while minimizing distortion in their geometric structur…
cs.DS2025★ 1 cited
Matrix Product Sketching via Coordinated Sampling
Majid Daliri, Juliana Freire, Danrong Li +1
We revisit the well-studied problem of approximating a matrix product, , based on small space sketches and $\mathcal{S}(\mathbf{B}…