A theoretical and empirical study of quantization effects on vector search decisions, developing mathematical bounds and diagnostic tools but lacking clinical or practice-outcome validation.
Study details
DesignTheoretical analysis with empirical validat…
InterventionLow-bit quantization applied to vector repr…
ComparatorExact (unquantized) vector search decisions…