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Update logbook: Reproduction: Near-Optimal and Efficient First-Order Algorithm for Multi-Task Learning with Shared Linear Representation
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---
title: "Reproduction: Near-Optimal and Efficient First-Order Algorithm for Multi-Task Learning with Shared Linear Representation"
emoji: 🎯
colorFrom: yellow
colorTo: red
sdk: static
pinned: false
tags:
- trackio
- trackio-logbook
- open-experiment
- icml2026-repro
- paper-TnquAvyTtL
- arxiv:2605.00473
---
# Reproduction: Near-Optimal and Efficient First-Order Algorithm for Multi-Task Learning with Shared Linear Representation
An open experiment logbook, published with [Trackio](https://github.com/gradio-app/trackio).