Search Results for author: Mark Hildebrand

Found 3 papers, 2 papers with code

LeanVec: Searching vectors faster by making them fit

1 code implementation26 Dec 2023 Mariano Tepper, Ishwar Singh Bhati, Cecilia Aguerrebere, Mark Hildebrand, Ted Willke

In this work, we present LeanVec, a framework that combines linear dimensionality reduction with vector quantization to accelerate similarity search on high-dimensional vectors while maintaining accuracy.

Cross-Modal Retrieval Dimensionality Reduction +1

Similarity search in the blink of an eye with compressed indices

1 code implementation7 Apr 2023 Cecilia Aguerrebere, Ishwar Bhati, Mark Hildebrand, Mariano Tepper, Ted Willke

In this work, we present new techniques and systems for creating faster and smaller graph-based indices.

Quantization

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