SGD on Neural Networks Learns Functions of Increasing Complexity D Kalimeris, G Kaplun, P Nakkiran, BL Edelman, T Yang, B Barak, ... Advances in Neural Information Processing Systems 32, 3491-3501, 2019 | 241* | 2019 |
Hidden progress in deep learning: Sgd learns parities near the computational limit B Barak, B Edelman, S Goel, S Kakade, E Malach, C Zhang Advances in Neural Information Processing Systems 35, 21750-21764, 2022 | 104 | 2022 |
Inductive Biases and Variable Creation in Self-Attention Mechanisms BL Edelman, S Goel, S Kakade, C Zhang International Conference on Machine Learning, 5793-5831, 2022 | 103 | 2022 |
Causal strategic linear regression Y Shavit, BL Edelman, B Axelrod Proceedings of the 37th International Conference on Machine Learning 3, 2020 | 82* | 2020 |
The multiplayer colonel blotto game E Boix-Adserà, BL Edelman, S Jayanti Games and Economic Behavior 129, 15-31, 2021 | 32 | 2021 |
Matrix rigidity and the Croot-Lev-Pach lemma Z Dvir, BL Edelman Theory of Computing 15 (8), 1--7, 2019 | 30 | 2019 |
Foundational Challenges in Assuring Alignment and Safety of Large Language Models U Anwar, A Saparov, J Rando, D Paleka, M Turpin, P Hase, ES Lubana, ... arXiv preprint arXiv:2404.09932, 2024 | 29 | 2024 |
Watermarks in the Sand: Impossibility of Strong Watermarking for Generative Models H Zhang, BL Edelman, D Francati, D Venturi, G Ateniese, B Barak arXiv preprint arXiv:2311.04378, 2023 | 28 | 2023 |
The Evolution of Statistical Induction Heads: In-Context Learning Markov Chains BL Edelman, E Edelman, S Goel, E Malach, N Tsilivis arXiv preprint arXiv:2402.11004, 2024 | 10 | 2024 |
Pareto Frontiers in Deep Feature Learning: Data, Compute, Width, and Luck BL Edelman, S Goel, SM Kakade, C Zhang Thirty-seventh Conference on Neural Information Processing Systems, 2023 | 7* | 2023 |
Distinguishing the Knowable from the Unknowable with Language Models G Ahdritz, T Qin, N Vyas, B Barak, BL Edelman arXiv preprint arXiv:2402.03563, 2024 | 5 | 2024 |
Feature emergence via margin maximization: case studies in algebraic tasks D Morwani, BL Edelman, CA Oncescu, R Zhao, S Kakade arXiv preprint arXiv:2311.07568, 2023 | 5 | 2023 |
Transcendence: Generative Models Can Outperform The Experts That Train Them E Zhang, V Zhu, N Saphra, A Kleiman, BL Edelman, M Tambe, ... arXiv preprint arXiv:2406.11741, 2024 | | 2024 |
Combinatorial Tasks as Model Systems of Deep Learning B Edelman | | 2024 |
A Proof of Strassen's Degree Bound for Homogeneous Arithmetic Circuits BL Edelman Princeton University, 2018 | | 2018 |