2 papers
cs.IR2025
Optimization of embeddings storage for RAG systems using quantization and dimensionality reduction techniques
Naamán Huerga-Pérez, Rubén Álvarez, Rubén Ferrero-Guillén +2
Retrieval-Augmented Generation enhances language models by retrieving relevant information from external knowledge bases, relying on high-dimensional vector embeddings typically st…
quant-ph2013
Squashing model for detectors and applications to quantum key distribution protocols
Oleg Gittsovich, Normand J. Beaudry, Varun Narasimhachar +3
We develop a framework that allows a description of measurements in Hilbert spaces that are smaller than their natural representation. This description, which we call a "squashing…