Hao Liu
Orcid: 0000-0002-7504-9859Affiliations:
- Georgia Institute of Technology, Department of Mathematics, Atlanta, GA, USA
- Hong Kong University of Science and Technology, Department of Mathematics, Hong Kong (former)
According to our database1,
Hao Liu
authored at least 25 papers
between 2017 and 2024.
Collaborative distances:
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Bibliography
2024
SIAM J. Imaging Sci., March, 2024
2023
Connections between Operator-splitting Methods and Deep Neural Networks with Applications in Image Segmentation.
CoRR, 2023
2022
An Operator-Splitting Method for the Gaussian Curvature Regularization Model with Applications to Surface Smoothing and Imaging.
SIAM J. Sci. Comput., 2022
Robust Identification of Differential Equations by Numerical Techniques from a Single Set of Noisy Observation.
SIAM J. Sci. Comput., 2022
Benefits of Overparameterized Convolutional Residual Networks: Function Approximation under Smoothness Constraint.
CoRR, 2022
CoRR, 2022
2021
SIAM J. Imaging Sci., 2021
An Operator-Splitting Method for the Gaussian Curvature Regularization Model with Applications in Surface Smoothing and Imaging.
CoRR, 2021
Besov Function Approximation and Binary Classification on Low-Dimensional Manifolds Using Convolutional Residual Networks.
Proceedings of the 38th International Conference on Machine Learning, 2021
2020
Reinforcement Learning Tracking Control for Robotic Manipulator With Kernel-Based Dynamic Model.
IEEE Trans. Neural Networks Learn. Syst., 2020
SIAM J. Imaging Sci., 2020
Doubly Robust Off-Policy Learning on Low-Dimensional Manifolds by Deep Neural Networks.
CoRR, 2020
On the Numerical Solution of Nonlinear Eigenvalue Problems for the Monge-Ampère Operator.
CoRR, 2020
An Alternating Direction Explicit Method for Time Evolution Equations with Applications to Fractional Differential Equations.
CoRR, 2020
2019
A Finite Element/Operator-Splitting Method for the Numerical Solution of the Three Dimensional Monge-Ampère Equation.
J. Sci. Comput., 2019
Correction to: A Finite Element/Operator-Splitting Method for the Numerical Solution of the Two Dimensional Elliptic Monge-Ampère Equation.
J. Sci. Comput., 2019
A Finite Element/Operator-Splitting Method for the Numerical Solution of the Two Dimensional Elliptic Monge-Ampère Equation.
J. Sci. Comput., 2019
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019
2017
A Level Set Based Variational Principal Flow Method for Nonparametric Dimension Reduction on Riemannian Manifolds.
SIAM J. Sci. Comput., 2017