metadata
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.