Follow
Chaoyue Liu
Chaoyue Liu
Verified email at osu.edu
Title
Cited by
Cited by
Year
On the linearity of large non-linear models: when and why the tangent kernel is constant
C Liu, L Zhu, M Belkin
Advances in Neural Information Processing Systems 33, 15954-15964, 2020
792020
Loss landscapes and optimization in over-parameterized non-linear systems and neural networks
C Liu, L Zhu, M Belkin
arXiv:2003.00307, 2021
662021
Accelerating sgd with momentum for over-parameterized learning
C Liu, M Belkin
arXiv preprint arXiv:1810.13395, 2018
592018
Toward a theory of optimization for over-parameterized systems of non-linear equations: the lessons of deep learning
C Liu, L Zhu, M Belkin
arXiv preprint arXiv:2003.00307, 2020
522020
Mass: an accelerated stochastic method for over-parametrized learning
C Liu, M Belkin
arXiv preprint arXiv:1810.13395, 2018
152018
Clustering with Bregman divergences: an asymptotic analysis
C Liu, M Belkin
Advances in Neural Information Processing Systems 29, 2016
142016
Quadratic models for understanding neural network dynamics
L Zhu, C Liu, A Radhakrishnan, M Belkin
arXiv preprint arXiv:2205.11787, 2022
42022
Parametrized accelerated methods free of condition number
C Liu, M Belkin
arXiv preprint arXiv:1802.10235, 2018
42018
Two-Sided Wasserstein Procrustes Analysis.
K Jin, C Liu, C Xia
IJCAI, 3515-3521, 2021
22021
Transition to Linearity of General Neural Networks with Directed Acyclic Graph Architecture
L Zhu, C Liu, M Belkin
arXiv preprint arXiv:2205.11786, 2022
12022
Transition to Linearity of Wide Neural Networks is an Emerging Property of Assembling Weak Models
C Liu, L Zhu, M Belkin
arXiv preprint arXiv:2203.05104, 2022
12022
Otda: a unsupervised optimal transport framework with discriminant analysis for keystroke inference
K Jin, C Liu, C Xia
2020 IEEE Conference on Communications and Network Security (CNS), 1-9, 2020
12020
Understanding and Accelerating the Optimization of Modern Machine Learning
C Liu
The Ohio State University, 2021
2021
The system can't perform the operation now. Try again later.
Articles 1–13