| A phase transition between positional and semantic learning in a solvable model of dot-product attention H Cui, F Behrens, F Krzakala, L Zdeborová Advances in Neural Information Processing Systems 37, 36342-36389, 2024 | 32 | 2024 |
| Could ChatGPT get an engineering degree? Evaluating higher education vulnerability to AI assistants B Borges, N Foroutan, D Bayazit, A Sotnikova, S Montariol, T Nazaretsky, ... Proceedings of the National Academy of Sciences 121 (49), e2414955121, 2024 | 32 | 2024 |
| Neurally augmented ALISTA F Behrens, J Sauder, P Jung ICLR 2021, 2020 | 21 | 2020 |
| The Backtracking Dynamical Cavity Method F Behrens, B Hudcová, L Zdeborová arXiv preprint arXiv:2303.16536, 2023 | 14 | 2023 |
| Quenches in the Sherrington–Kirkpatrick model V Erba, F Behrens, F Krzakala, L Zdeborová Journal of Statistical Mechanics: Theory and Experiment 2024 (8), 083302, 2024 | 12 | 2024 |
| Dynamical phase transitions in graph cellular automata F Behrens, B Hudcová, L Zdeborová Physical Review E 109 (4), 044312, 2024 | 12 | 2024 |
| Unveiling the Hessian's connection to the decision boundary M Sabanayagam, F Behrens, U Adomaityte, A Dawid arXiv preprint arXiv:2306.07104, 2023 | 12 | 2023 |
| 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 |
| (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 | 8 | 2022 |
| Counting and hardness-of-finding fixed points in cellular automata on random graphs C Koller, F Behrens, L Zdeborová Journal of Physics A: Mathematical and Theoretical 57 (46), 465001, 2024 | 6 | 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 | 6* | 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 | 3 | 2024 |
| Dynamical cavity method for hypergraphs and its application to quenches in the problem A Maier, F Behrens, L Zdeborová Physical Review E 112 (1), 014306, 2025 | 2 | 2025 |
| Dataset distillation for memorized data: Soft labels can leak held-out teacher knowledge F Behrens, L Zdeborová arXiv preprint arXiv:2506.14457, 2025 | 2 | 2025 |
| 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 |
| Knowledge distillation for random data: Soft labels and similarity scores may contain memorized information F Behrens New Frontiers in Associative Memories, 2025 | 1 | 2025 |
| Minority Takeover in Majority Dynamics: Searching for Rare Initializations via the History Passing Algorithm M Jankola, F Behrens, C Koller, L Zdeborová arXiv preprint arXiv:2512.16021, 2025 | | 2025 |
| Structure and Computation in Disordered Systems and Neural Networks F Behrens EPFL, 2025 | | 2025 |
| Investigating techniques for knowledge graphs S Bischoff, F Behrens, J Rückin, A Ziegler HPI Future SOC Lab–, 229, 0 | | |
Lenka ZdeborováEPFL, SwitzerlandVerified email at epfl.ch
