---
title: "Reproduction - Gradient Flow Sampler-based Distributionally Robust Optimization"
emoji: 🎯
colorFrom: blue
colorTo: indigo
sdk: static
pinned: false
tags:
 - trackio
 - trackio-logbook
 - open-experiment
 - icml2026-repro
 - paper-QRtzkKrbJi
---

# Gradient-flow DRO reproduction

A version-locked proof, rate, flow-time, half-bridge, and primary-experiment audit for all six registered claims.

```bash
python3 -m pip install -r requirements.txt
PYTHONWARNINGS=error python3 reproduce.py --output-dir replay-check
```

The three CIFAR-10 PGD plots are pinned primary v1 artifacts. The exact Gaussian and discrete calculations independently audit mechanisms and are not mislabeled as CIFAR reruns or universal proofs.