Mathematical Capabilities of ChatGPT S Frieder, L Pinchetti, RR Griffiths, T Salvatori, T Lukasiewicz, P Petersen, ... Advances in Neural Information Processing Systems 36, 2024 | 663* | 2024 |
Associative memories via predictive coding T Salvatori, Y Song, Y Hong, L Sha, S Frieder, Z Xu, R Bogacz, ... Advances in neural information processing systems 34, 3874-3886, 2021 | 80 | 2021 |
Evaluating language models for mathematics through interactions KM Collins, AQ Jiang, S Frieder, L Wong, M Zilka, U Bhatt, T Lukasiewicz, ... Proceedings of the National Academy of Sciences 121 (24), e2318124121, 2024 | 61 | 2024 |
GAUCHE: A library for Gaussian processes in chemistry RR Griffiths, L Klarner, H Moss, A Ravuri, S Truong, Y Du, S Stanton, ... Advances in Neural Information Processing Systems 36, 2024 | 35 | 2024 |
Language-Models-as-a-Service: Overview of a new paradigm and its challenges E La Malfa, A Petrov, S Frieder, C Weinhuber, R Burnell, R Nazar, A Cohn, ... Journal of Artificial Intelligence Research 80, 1497-1523, 2024 | 20* | 2024 |
Language models as science tutors A Chevalier, J Geng, A Wettig, H Chen, S Mizera, T Annala, MJ Aragon, ... arXiv preprint arXiv:2402.11111, 2024 | 13 | 2024 |
Large Language Models for Mathematicians T Lukasiewicz, F Simon International Mathematical News 254, 2023 | 8* | 2023 |
Benchmarking Predictive Coding Networks--Made Simple L Pinchetti, C Qi, O Lokshyn, G Olivers, C Emde, M Tang, A M'Charrak, ... arXiv preprint arXiv:2407.01163, 2024 | 5 | 2024 |
(Non-) Convergence Results for Predictive Coding Networks S Frieder, T Lukasiewicz International Conference on Machine Learning, 6793-6810, 2022 | 4 | 2022 |
Mathematical capabilities of ChatGPT F Simon, P Luca, C Alexis, G Ryan-Rhys, S Tommaso, L Thomas, ... 37th Conference on Neural Information Processing Systems (NeurIPS 2023 …, 2023 | 3 | 2023 |
Data for mathematical copilots: Better ways of presenting proofs for machine learning S Frieder, J Bayer, KM Collins, J Berner, J Loader, A Juhász, F Ruehle, ... arXiv preprint arXiv:2412.15184, 2024 | 1 | 2024 |
Newclid: A user-friendly replacement for AlphaGeometry V Sicca, T Xia, M Fédérico, PJ Gorinski, S Frieder, S Jui arXiv preprint arXiv:2411.11938, 2024 | 1 | 2024 |
Dimension-independent learning rates for high-dimensional classification problems AF Lerma-Pineda, P Petersen, S Frieder, T Lukasiewicz arXiv preprint arXiv:2409.17991, 2024 | 1 | 2024 |
The IMO Small Challenge: Not-Too-Hard Olympiad Math Datasets for LLMs S Frieder, M Olšák, J Berner, T Lukasiewicz The Second Tiny Papers Track at ICLR 2024, 2024 | 1 | 2024 |
Benchmarking Predictive Coding Networks–Made Simple C Emde, T Lukasiewicz, A M'Charrak, T Salvatori, F Simon | | 2025 |
Analyzing global utilization and missed opportunities in debt-for-nature swaps with generative AI N Tkachenko, S Frieder, RR Griffiths, C Nedopil Frontiers in Artificial Intelligence 7, 1167137, 2024 | | 2024 |
Evaluating Language Models for Mathematics through Interactions T Lukasiewicz Proceedings of the National Academy of Sciences of the United States of …, 2024 | | 2024 |
Bad Predictive Coding Activation Functions S Frieder, L Pinchetti, T Lukasiewicz The Second Tiny Papers Track at ICLR 2024, 2024 | | 2024 |
Mathematical Capabilities of ChatGPT. CoRR abs/2301.13867 (2023). DOI 10.48550 S Frieder, L Pinchetti, R Griffiths, T Salvatori, T Lukasiewicz, PC Petersen, ... arXiv preprint arXiv.2301.13867, 0 | | |
LLM vs ITP S Frieder, M Trimmel, R Alawadhi, K Gy The 3rd Workshop on Mathematical Reasoning and AI at NeurIPS'23, 0 | | |