Representation Measurements Under Function-Preserving Reparameterizations

arXiv:2608.27020 · stat.ML, cs.LG · Submitted 2026-08-27 · Read on arXiv

stat.ML, cs.LG

Submitted: 2026-08-27

Updated: 2026-08-27

Code: https://github.com/abdullahkarasan/representation-measurement-invariance

Terminology

• Aggregation — 9× in this paper · explained in 1 episode
• Robustness — 6× in this paper · explained in 5 episodes
• Calibration — 4× in this paper · explained in 7 episodes
• Verification — 4× in this paper · explained in 2 episodes
• Accuracy — 3× in this paper · explained in 1 episode
• Benchmark — 3× in this paper · explained in 2 episodes
• Transformer — 3× in this paper · explained in 2 episodes
• Abstraction — 2× in this paper · explained in 1 episode
• Alignment — 2× in this paper · explained in 1 episode
• Grounding — 2× in this paper · explained in 3 episodes
• Trace — 2× in this paper · explained in 2 episodes
• Ablation — 1× in this paper · explained in 1 episode
• Abstention — 1× in this paper · explained in 1 episode
• Exchangeability — 1× in this paper · explained in 2 episodes
• Generalization — 1× in this paper · explained in 13 episodes
• Interpretability — 1× in this paper · explained in 15 episodes
• Intrinsic Dimension — 1× in this paper · explained in 2 episodes
• Quantization — 1× in this paper · explained in 12 episodes
• Transferability — 1× in this paper · explained in 4 episodes

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