Benjamin L. Edelman
Benjamin L. Edelman
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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
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
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
Causal strategic linear regression
Y Shavit, BL Edelman, B Axelrod
Proceedings of the 37th International Conference on Machine Learning 3, 2020
The multiplayer colonel blotto game
E Boix-AdserÓ, BL Edelman, S Jayanti
Games and Economic Behavior 129, 15-31, 2021
Matrix rigidity and the Croot-Lev-Pach lemma
Z Dvir, BL Edelman
Theory of Computing 15 (8), 1--7, 2019
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
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
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
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
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
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