Why Legacy Bucket Unionization Breaks LSH-MinHash Dedup

A long-form technical note on why transitive bucket unionization is the wrong stage-3 objective in multi-band LSH-MinHash deduplication, and how the same framework extends to query-side min/max gates.

15 min read   ·   March 27, 2026

2026   ·   llm-data   hypergraph   minhash   lsh   data-curation   multi-seed     ·   deduplication   lsh-minhash  

Hello, Welcome to the LLM360 Blog Post Series!

1 min read   ·   July 22, 2025

2025   ·   LLM360     ·   general