RUBRIC: Realism--Utility Balanced Ranking for Imbalanced Classification

arXiv:2607.09816 · cs.LG · Submitted 2026-07-10 · Read on arXiv

cs.LG

Submitted: 2026-07-10

Updated: 2026-10-07

Terminology

• Generalization — 2× in this paper · explained in 13 episodes
• AUC — 1× in this paper · explained in 2 episodes
• Benchmark — 1× in this paper · explained in 2 episodes
• Distribution Shift — 1× in this paper · explained in 7 episodes

Sources

• AdaCorrection: Adaptive Offset Cache Correction for Accurate Diffusion Transformers
• BAGAN: Data Augmentation with Balancing GAN
• MobileNetV2: A lightweight classification model for home-based sleep apnea screening
• Context-Adaptive Inference: A Unified Statistical and Foundation-Model View

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