Frieder Simon : Publications

Click here to download all publications in a single bibtex file

@inproceedings{FOBL-ICLR-2024,
  title = "The IMO Small Challenge: First IMO Dataset for LLMs",
  author = "Simon Frieder and Mirek Olšák and Julius Berner and Thomas Lukasiewicz",
  year = "2024",
  booktitle = "Proceedings of the 12th International Conference on Learning Representations, ICLR 2024, Tiny Papers Track, Vienna, Austria, 7--11 May 2024",
  month = "May",
}

@article{FBPL-IMN-2023,
  title = "Large Language Models for Mathematicians",
  author = "Simon Frieder and Julius Berner and Philipp Petersen and Thomas Lukasiewicz",
  year = "2023",
  journal = "International Mathematical News",
  month = "December",
  pages = "1--20",
  volume = "254",
}

@inproceedings{FPCGSLPB-NeurIPS-2023,
  title = "Mathematical Capabilities of ChatGPT",
  author = "Simon Frieder and Luca Pinchetti and Alexis Chevalier and Ryan-Rhys Griffiths and Tommaso Salvatori and Thomas Lukasiewicz and Philipp Christian Petersen and Julius Berner",
  year = "2023",
  booktitle = "Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 3, NeurIPS Datasets and Benchmarks 2023, December 2023",
  month = "December",
}

@inproceedings{ICML-FL-2022,
  title = "(Non-)Convergence Results for Predictive Coding Networks",
  author = "Simon Frieder and Thomas Lukasiewicz",
  year = "2022",
  booktitle = "Proceedings of the 39th International Conference on Machine Learning, ICML 2022, Baltimore, Maryland, USA, 17-23 July 2022",
  editor = "Chaudhuri, Kamalika and Jegelka, Stefanie and Song, Le and Szepesvari, Csaba and Niu, Gang and Sabato, Sivan",
  month = "July",
  pages = "6793--6810",
  publisher = "PMLR",
  series = "Proceedings of Machine Learning Research",
  url = "https://proceedings.mlr.press/v162/frieder22a.html",
  volume = "162",
}

@inproceedings{NeurIPS-SSHFSXBL-2021,
  title = "Associative Memories via Predictive Coding",
  author = "Tommaso Salvatori and Yuhang Song and Yujian Hong and Simon Frieder and Lei Sha and Zhenghua Xu and Rafal Bogacz and Thomas Lukasiewicz",
  year = "2021",
  booktitle = "Proceedings of the 35th Annual Conference on Neural Information Processing Systems, NeurIPS 2021",
  month = "December",
  url = "https://arxiv.org/abs/2109.08063",
}