フォロー
Tianyu He
Tianyu He
確認したメール アドレス: umd.edu
タイトル
引用先
引用先
Critical initialization of wide and deep neural networks using partial jacobians: General theory and applications
D Doshi, T He, A Gromov
Advances in Neural Information Processing Systems 36, 2024
12*2024
Universal Sharpness Dynamics in Neural Network Training: Fixed Point Analysis, Edge of Stability, and Route to Chaos
D Singh Kalra, T He, M Barkeshli
arXiv e-prints, arXiv: 2311.02076, 2023
2*2023
To grok or not to grok: Disentangling generalization and memorization on corrupted algorithmic datasets
D Doshi, A Das, T He, A Gromov
The Twelfth International Conference on Learning Representations, 2024
12024
AutoInit: Automatic Initialization via Jacobian Tuning
T He, D Doshi, A Gromov
arXiv preprint arXiv:2206.13568, 2022
12022
Grokking Modular Polynomials
D Doshi, T He, A Das, A Gromov
arXiv preprint arXiv:2406.03495, 2024
2024
Learning to grok: Emergence of in-context learning and skill composition in modular arithmetic tasks
T He, D Doshi, A Das, A Gromov
arXiv preprint arXiv:2406.02550, 2024
2024
Fracton models with crystalline symmetries in two dimensions
T He, A Gromov
APS March Meeting Abstracts 2021, L43. 004, 2021
2021
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論文 1–7