https://cognaptus.com/tags/label-efficiency/ Recent content in Label-Efficiency on Cognaptus Hugo -- 0.145.0 en-us Sat, 09 Aug 2025 00:00:00 +0000 https://cognaptus.com/blog/2025-08-09-quantum-bridges-crossing-the-label-gap-with-ilqssl-and-ipqssl/ Sat, 09 Aug 2025 00:00:00 +0000 https://cognaptus.com/blog/2025-08-09-quantum-bridges-crossing-the-label-gap-with-ilqssl-and-ipqssl/ A grounded reading of ILQSSL and IPQSSL, two quantum graph semi-supervised learning methods that look promising on small benchmarks but still demand discipline around noise, separability, and deployment claims.