Bloom Filter Encoding for Machine Learning
arXiv:2512.19991v2 Announce Type: replace
Abstract: We present a method that uses a Bloom filter transform to preprocess data for machine learning. Each sample is encoded into a compact bit-array representation using hash-based encoding, producing a f…