Frieder Simon : Publications

Click here to download all publications in a single bibtex file

@inproceedings{PQLEMTFMOBLS-ICLR-2025-c,
  title = "Benchmarking Predictive Coding Networks -- Made Simple",
  author = "Luca Pinchetti and Chang Qi and Oleh Lokshyn and Cornelius Emde and Amine M'Charrak and Mufeng Tang and Simon Frieder and Bayar Menzat and Gaspard Oliviers and Rafal Bogacz and Thomas Lukasiewicz and Tommaso Salvatori",
  year = "2025",
  booktitle = "Proceedings of the 13th International Conference on Learning Representations, ICLR 2025, Singapore, 24--28 April 2025",
}

@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",
}