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Benjamin Bowman
Benjamin Bowman
AWS AI Labs
Verified email at amazon.com - Homepage
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SAFE: Machine Unlearning With Shard Graphs
Y Dukler, B Bowman, A Achille, A Golatkar, A Swaminathan, S Soatto
Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 2023
102023
Spectral Bias Outside the Training Set for Deep Networks in the Kernel Regime
B Bowman, G Montufar
Advances in Neural Information Processing Systems (NeurIPS) 36, 2022
102022
Implicit Bias of MSE Gradient Optimization in Underparameterized Neural Networks
B Bowman, G Montufar
International Conference on Learning Representations (ICLR) 2022, 2022
102022
À-la-carte Prompt Tuning (APT): Combining Distinct Data Via Composable Prompting
B Bowman, A Achille, L Zancato, M Trager, P Perera, G Paolini, S Soatto
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
82023
Characterizing the Spectrum of the NTK via a Power Series Expansion
M Murray, H Jin, B Bowman, G Montufar
International Conference on Learning Representations (ICLR) 2023, 2022
62022
Your representations are in the network: composable and parallel adaptation for large scale models
Y Dukler, A Achille, H Yang, V Vivek, L Zancato, B Bowman, ...
Thirty-seventh Conference on Neural Information Processing Systems, 2023
4*2023
On the Spectral Bias of Neural Networks in the Neural Tangent Kernel Regime
B Bowman
University of California, Los Angeles, 2023
2023
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Articles 1–7