Informative Label Missingness in Multiclass Classification Information Geometry and Excess Risk

arXiv:2608.30561 · stat.ML, cs.LG · Submitted 2026-08-31 · Read on arXiv

stat.ML, cs.LG

Submitted: 2026-08-31

Updated: 2026-08-31

Terminology

• Fisher Information — 17× in this paper · explained in 3 episodes
• Information Gain — 10× in this paper · explained in 2 episodes
• Semi-supervised Learning — 7× in this paper · explained in 4 episodes
• Trace — 7× in this paper · explained in 2 episodes
• Alignment — 4× in this paper · explained in 1 episode
• Calibration — 3× in this paper · explained in 7 episodes
• Robustness — 3× in this paper · explained in 5 episodes
• Accuracy — 2× in this paper · explained in 1 episode
• Abstention — 1× in this paper · explained in 1 episode
• Abstention mechanism — 1× in this paper · explained in 1 episode
• Admissibility — 1× in this paper · explained in 2 episodes
• Benchmark — 1× in this paper · explained in 2 episodes
• Exchangeability — 1× in this paper · explained in 2 episodes
• Score Function — 1× in this paper · explained in 4 episodes

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