| Neurally augmented ALISTA F Behrens, J Sauder, P Jung ICLR 2021, 2020 | 16 | 2020 |
| Metaexp: Interactive explanation and exploration of large knowledge graphs F Behrens, S Bischoff, P Ladenburger, J Rückin, L Seidel, F Stolp, ... Companion Proceedings of the The Web Conference 2018, 199-202, 2018 | 9 | 2018 |
| The Backtracking Dynamical Cavity Method F Behrens, B Hudcová, L Zdeborová arXiv preprint arXiv:2303.16536, 2023 | 7 | 2023 |
| A phase transition between positional and semantic learning in a solvable model of dot-product attention H Cui, F Behrens, F Krzakala, L Zdeborová arXiv preprint arXiv:2402.03902, 2024 | 6 | 2024 |
| Dynamical phase transitions in graph cellular automata F Behrens, B Hudcová, L Zdeborová Physical Review E 109 (4), 044312, 2024 | 5 | 2024 |
| Unveiling the Hessian's Connection to the Decision Boundary M Sabanayagam, F Behrens, U Adomaityte, A Dawid arXiv preprint arXiv:2306.07104, 2023 | 4 | 2023 |
| (Dis)assortative partitions on random regular graphs F Behrens, G Arpino, Y Kivva, L Zdeborová Journal of Physics A: Mathematical and Theoretical 55 (39), 395004, 2022 | 4 | 2022 |
| Quenches in the Sherrington-Kirkpatrick model V Erba, F Behrens, F Krzakala, L Zdeborová arXiv preprint arXiv:2405.04267, 2024 | 3 | 2024 |
| Understanding counting in small transformers: The interplay between attention and feed-forward layers F Behrens, L Biggio, L Zdeborová ICML 2024 Workshop on Mechanistic Interpretability, 2024 | 2 | 2024 |
| Bandits for learning to explain from explanations F Behrens, S Teso, D Mottin Workshop on Explainable Agency in Artificial Intelligence, AAAI 2021, 2021 | 2 | 2021 |
| Towards Neurally augmented ALISTA F Behrens, J Sauder, P Jung NeurIPS 2020 Workshop on Deep Learning and Inverse Problems, 2020 | 2 | 2020 |
| Could ChatGPT get an engineering degree? Evaluating higher education vulnerability to AI assistants B Borges, N Foroutan, D Bayazit, A Sotnikova, S Montariol, T Nazaretzky, ... Proceedings of the National Academy of Sciences 121 (49), e2414955121, 2024 | | 2024 |
| Statistical mechanics of deep learning F Behrens, N Mainali, C Marullo, S Lee, B Sorscher, H Sompolinsky Journal of Statistical Mechanics: Theory and Experiment 2024 (10), 104007, 2024 | | 2024 |
| Counting in Small Transformers: The Delicate Interplay between Attention and Feed-Forward Layers F Behrens, L Biggio, L Zdeborová arXiv preprint arXiv:2407.11542, 2024 | | 2024 |
| Counting and Hardness-of-Finding Fixed Points in Cellular Automata on Random Graphs C Koller, F Behrens, L Zdeborová arXiv preprint arXiv:2406.01710, 2024 | | 2024 |
Lenka ZdeborováEPFL, SwitzerlandVerified email at epfl.ch
