A Unified Matrix-Spectral Framework for Stability and Interpretability in Deep Learning

arXiv:2602.01136 · cs.LG, math.DS, math.OC · Submitted 2026-02-01 · Read on arXiv

cs.LG, math.DS, math.OC

Submitted: 2026-02-01

Updated: 2026-10-29

Terminology

• Interpretability — 2× in this paper · explained in 15 episodes
• Regularization — 2× in this paper · explained in 3 episodes
• Robustness — 2× in this paper · explained in 6 episodes

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