Bohan Wang
Bohan Wang
Ph.D. Student, School of Mathematics, University of Science and Technology of China
Verified email at - Homepage
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Piecewise linear activations substantially shape the loss surfaces of neural networks
F He*, B Wang*, D Tao
International Conference on Learning Representations (ICLR) 2020, 2020
Machine-learning nonconservative dynamics for new-physics detection
Z Liu, B Wang, Q Meng, W Chen, M Tegmark, TY Liu
Physical Review E 104 (5), 055302, 2021
Tighter generalization bounds for iterative differentially private learning algorithms
F He*, B Wang*, D Tao
Uncertainty in Artificial Intelligence (UAI) 2021, 2021
The implicit bias for adaptive optimization algorithms on homogeneous neural networks
B Wang, Q Meng, W Chen, TY Liu
International Conference on Machine Learning, 10849-10858, 2021
Creating training sets via weak indirect supervision
J Zhang, B Wang, X Song, Y Wang, Y Yang, J Bai, A Ratner
ICLR 2022, 0
Robustness, privacy, and generalization of adversarial training
F He, S Fu, B Wang, D Tao
arXiv preprint arXiv:2012.13573, 2020
Provable Adaptivity in Adam
B Wang, Y Zhang, H Zhang, Q Meng, ZM Ma, TY Liu, W Chen
arXiv preprint arXiv:2208.09900, 2022
Does Momentum Change the Implicit Regularization on Separable Data?
B Wang, Q Meng, H Zhang, R Sun, W Chen, ZM Ma
Neurips 2022, 0
Optimizing Information-theoretical Generalization Bounds via Anisotropic Noise in SGLD
B Wang, H Zhang, J Zhang, Q Meng, W Chen, TY Liu
35th Conference on Neural Information Processing Systems (Neurips 2021), 2021
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