Dionysis Arvanitakis

New research proves embedding dimension mismatch causes accuracy collapse

Researchers have proven a fundamental information-theoretic limitation in embedding-based machine learning representations. Their findings demonstrate that if the embedding dimension is not chosen close to the true data…