| Deep autoregressive models for the efficient variational simulation of many-body quantum systems O Sharir, Y Levine, N Wies, G Carleo, A Shashua Physical Review Letters 124 (2), 020503, 2020 | 225 | 2020 |
| Fundamental Limitations of Alignment in Large Language Models Y Wolf, N Wies, Y Levine, A Shashua arXiv preprint arXiv:2304.11082, 2023 | 83 | 2023 |
| Limits to Depth Efficiencies of Self-Attention Y Levine, N Wies, O Sharir, H Bata, A Shashua Advances in Neural Information Processing Systems 34 (NeurIPS), 2020 | 46* | 2020 |
| The learnability of in-context learning N Wies, Y Levine, A Shashua Advances in Neural Information Processing Systems 36, 2024 | 29 | 2024 |
| The inductive bias of in-context learning: Rethinking pretraining example design Y Levine, N Wies, D Jannai, D Navon, Y Hoshen, A Shashua 10th International Conference on Learning Representations (ICLR), 2021 | 26 | 2021 |
| Sub-Task Decomposition Enables Learning in Sequence to Sequence Tasks N Wies, Y Levine, A Shashua 11th International Conference on Learning Representations (ICLR), 2022 | 17 | 2022 |
| Which transformer architecture fits my data? A vocabulary bottleneck in self-attention N Wies, Y Levine, D Jannai, A Shashua International Conference on Machine Learning, 11170-11181, 2021 | 17 | 2021 |
| Tensors for deep learning theory: Analyzing deep learning architectures via tensorization Y Levine, N Wies, O Sharir, N Cohen, A Shashua Tensors for Data Processing, 215-248, 2022 | 2 | 2022 |
| Align With Purpose: Optimize Desired Properties in CTC Models with a General Plug-and-Play Framework E Segev, M Alroy, R Katsir, N Wies, A Shenhav, Y Ben-Oren, D Zar, ... arXiv preprint arXiv:2307.01715, 2023 | 1 | 2023 |
| Tradeoffs Between Alignment and Helpfulness in Language Models Y Wolf, N Wies, D Shteyman, B Rothberg, Y Levine, A Shashua arXiv preprint arXiv:2401.16332, 2024 | | 2024 |
| Implicit Intermediate Supervision for Learning Complex Functions E Malach, G Kaplun, N Wies | | 2023 |
Amnon ShashuaProfessor of Computer Science, the Hebrew University of JerusalemVerified email at cs.huji.ac.il
