---
title: "Despoina Magka — papers of 2025 — Elamur Research"
description: "Despoina Magka — papers of 2025: 2 papers on Elamur Research, the most cited first — what each work is about in our own words."
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# Despoina Magka — papers of 2025 — Elamur Research

2 papers · [all years of Despoina Magka](https://md.research.elamur.ai/free/en/authors/despoina-magka/#years)

- [MLGym: A New Framework and Benchmark for Advancing AI Research Agents arXiv:2502.14499](https://md.research.elamur.ai/free/en/papers/nathani-2025-mlgym-new-framework-benchmark/) — Deepak Nathani, Lovish Madaan, Nicholas Roberts, et al. · 2025 · 50 citations

**[The Automated LLM Speedrunning Benchmark: Reproducing NanoGPT Improvements](https://md.research.elamur.ai/free/en/papers/zhao-2025-automated-llm-speedrunning-benchmark/) [Conference on Neural Information Processing Systems (NeurIPS)](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/)**Bingchen Zhao, Despoina Magka, Minqi Jiang, et al.*2025 · 4 citations*