<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom" xmlns:content="http://purl.org/rss/1.0/modules/content/"><channel><title>Binary Quantization on Bharat Singh</title><link>https://bsbhadwal.com/tags/binary-quantization/</link><description>Recent content in Binary Quantization on Bharat Singh</description><image><title>Bharat Singh</title><url>https://bsbhadwal.com/images/bharat-singh-ai-systems-architect.jpg</url><link>https://bsbhadwal.com/images/bharat-singh-ai-systems-architect.jpg</link></image><generator>Hugo</generator><language>en</language><lastBuildDate>Sat, 18 Apr 2026 00:00:00 +0530</lastBuildDate><atom:link href="https://bsbhadwal.com/tags/binary-quantization/index.xml" rel="self" type="application/rss+xml"/><item><title>Shrinking Billion-Scale Vector Indexes: Combining Matryoshka Embeddings with Binary Quantization</title><link>https://bsbhadwal.com/posts/shrinking-billion-scale-vector-indexes-matryoshka-embeddings-binary-quantization/</link><pubDate>Sat, 18 Apr 2026 00:00:00 +0530</pubDate><guid>https://bsbhadwal.com/posts/shrinking-billion-scale-vector-indexes-matryoshka-embeddings-binary-quantization/</guid><description>Techniques for shrinking billion-scale vector indexes using Matryoshka Representation Learning (MRL) and 1-bit binary quantization with Hamming distance rescoring.</description></item></channel></rss>