---
title: "Reproduction: Efficient Stochastic Optimisation via SMC"
emoji: ⚙️
colorFrom: indigo
colorTo: green
sdk: static
pinned: false
short_description: Native SOSMC theory and benchmark reproduction
tags:
  - trackio
  - open-reproductions
  - icml2026-repro
  - paper-hCIBCAS1Hi
---

# Reproduction bundle

Six direct verified claims using the pinned paper, released notebook, full result artifacts, and MNIST checkpoint.