SEP 9, 2026 · PREPRINT
A statistical approach to bias in zero-shot learning: the lens of handwriting recognition
arXiv
Early-stage methodological work proposing a novel statistical bias-correction approach for GZSL, demonstrated on handwriting recognition without peer review, clinical validation, or comparison against established baselines beyond relative improvements.
Reported
Relative accuracy improvementover 20%
Effective representation dimensio…~15 dimensions