no code implementations • 3 Feb 2024 • Cecilia Aguerrebere, Mark Hildebrand, Ishwar Singh Bhati, Theodore Willke, Mariano Tepper
In this work, we study LVQ in streaming similarity search.
1 code implementation • 26 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.
1 code implementation • 7 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.