Affine Geometry of Gaussian ReLU Networks via Conditional Kac-Rice Formulas

arXiv:2609.32695 · stat.ML, cs.LG, math.PR · Submitted 2026-09-26 · Read on arXiv

stat.ML, cs.LG, math.PR

Submitted: 2026-09-26

Updated: 2026-09-26

Code: https://github.com/Recep-Ozkan/con

Terminology

• Robustness — 7× in this paper · explained in 5 episodes
• Adam — 5× in this paper · explained in 2 episodes
• Covariance Propagation — 4× in this paper · explained in 2 episodes
• Benchmark — 3× in this paper · explained in 2 episodes
• Calibration — 3× in this paper · explained in 7 episodes
• Exchangeability — 3× in this paper · explained in 2 episodes
• Verification — 3× in this paper · explained in 2 episodes
• Accuracy — 2× in this paper · explained in 1 episode
• Consistency — 2× in this paper · explained in 3 episodes
• Cooperation — 1× in this paper · explained in 2 episodes
• Degeneracy — 1× in this paper · explained in 3 episodes
• Feature Extraction — 1× in this paper · explained in 2 episodes
• Generative AI — 1× in this paper · explained in 2 episodes
• Middle East Technical University — 1× in this paper

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