Zhi-Ming Ma

发表

Finite sample analysis of the GTD Policy Evaluation Algorithms in Markov Setting

Tie-Yan Liu, Wei Chen, Yue Wang, 2017, NIPS.

BN-invariant Sharpness Regularizes the Training Model to Better Generalization pdf

Tie-Yan Liu, Zhi-Ming Ma, Mingyang Yi, 2019, IJCAI.

A transformation of Markov jump processes and applications in genetic study

Zhi-Ming Ma, Xian Chen, 2014 .

Convergence Analysis of Distributed Stochastic Gradient Descent with Shuffling

Tie-Yan Liu, Qi Meng, Wei Chen, 2017, Neurocomputing.

G-SGD: Optimizing ReLU Neural Networks in its Positively Scale-Invariant Space

Nenghai Yu, Tie-Yan Liu, Qi Meng, 2018, ICLR.

Further Study on Web Markov Skeleton Processes

Yuting Liu, Zhi-Ming Ma, Chuan Zhou, 2012 .

Positively Scale-Invariant Flatness of ReLU Neural Networks pdf

Tie-Yan Liu, Qi Meng, Wei Chen, 2019, ArXiv.

Incorporating NODE with Pre-trained Neural Differential Operator for Learning Dynamics pdf

Lijun Wu, Qi Meng, Zhi-Ming Ma, 2021, Neurocomputing.

Reweighting Augmented Samples by Minimizing the Maximal Expected Loss pdf

Qun Liu, Zhi-Ming Ma, Mingyang Yi, 2021, ICLR.

Improved OOD Generalization via Adversarial Training and Pre-training

Qun Liu, Zhi-Ming Ma, Mingyang Yi, 2021, ICML.

A general correspondence between Dirichlet forms and right processes

Zhi-Ming Ma, Sergio Albeverio, 1992 .

Reflected Symmetric α-Stable Processes and Regional Fractional Laplacian

Zhi-Ming Ma, Zhi-Ming Ma, Qing-Yang Guan, 2006 .

Quasi-regular Dirichlet Forms and Markov Processes

Zhi-Ming Ma, Sergio Albeverio, Michael Röckner, 1993 .

Non-symmetric Dirichlet forms and Markov processes on general state space

Zhi-Ming Ma, Sergio Albeverio, Michael Röckner, 1992 .

Introduction to the theory of (non-symmetric) Dirichlet forms

Zhi-Ming Ma, Michael Röckner, Zhi-Ming Ma, 1992 .

On notions of harmonicity for non-symmetric Dirichlet form

Zhi-Ming Ma, Rongchan Zhu, Xiangchan Zhu, 2010 .

Monitoring of Peptide-Specific and Gamma Interferon-Productive T Cells in Patients with Active and Convalescent Tuberculosis Using an Enzyme-Linked Immunosorbent Spot Assay

Zhi-Ming Ma, Tao Dong, Yan Li, 2012, Clinical and Vaccine Immunology.

Markov jump processes in modeling coalescent with recombination

Zhi-Ming Ma, Xian Chen, Ying Wang, 2014 .

Quasi-homeomorphisms of Dirichlet forms

Zhi-Ming Ma, Michael Röckner, Zhen-Qing Chen, 1994, Nagoya Mathematical Journal.

Extensions of Lévy–Khintchine formula and Beurling–Deny formula in semi-Dirichlet forms setting

Zhi-Ming Ma, Wei Sun, Ze-Chun Hu, 2006 .

BOUNDARY PROBLEMS FOR FRACTIONAL LAPLACIANS

Zhi-Ming Ma, Zhi-Ming Ma, Qing-Yang Guan, 2005 .