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Quantum Bridges: Crossing the Label Gap with ILQSSL and IPQSSL

TL;DR for operators Labels are expensive. That is the clean business problem behind this paper. In healthcare, credit review, fraud triage, and scientific classification, organisations often have many observations and too few trusted labels. Semi-supervised learning tries to stretch those scarce labels across the structure of the data rather than pretending every missing label is merely a procurement problem with a nicer dashboard. ...

August 9, 2025 · 15 min · Zelina