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title: Reproduction — Nonlinear Autoencoders Reveal Hidden Structure
emoji: 🧬
colorFrom: indigo
colorTo: pink
sdk: static
app_file: index.html
pinned: false
tags:
- trackio
- trackio-logbook
- open-experiment
- icml2026-repro
- paper-wm3ABfhE7P
- arxiv:2602.10680
---
# A Solvable High-Dimensional Model Where Nonlinear Autoencoders Learn Structure Invisible to PCA While Test Loss Misaligns With Generalization
Five claim-matched executions using the authors' pinned autoencoder and AMP code, exact population-loss quadrature, destructive controls, and two warning-strict byte-identical replays.
Run `python reproduce.py --output-dir replay` and `python validate_evidence.py`.
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