Zhi-Ming Ma

发表

Inference of Multiple-wave Admixtures by Length Distribution of Ancestral Tracks

Xiong Yang, Wei Guo, Kai Yuan, 2016 .

Approximation of Hunt Processes by Multivariate Poisson Processes

Zhi-Ming Ma, Wei Sun, 2000 .

Web Markov skeleton processes and their applications

Zhi-Ming Ma, Chuan Zhou, Yuting Liu, 2011 .

Dynamic of Stochastic Gradient Descent with State-Dependent Noise

Zhi-Ming Ma, Tie-Yan Liu, Wei Chen, 2020, ArXiv.

Some Recent Results on Ranking Webpages and Websites

Zhi-Ming Ma, Ying Bao, Yan Shang, 2007 .

Path Space for Recurrent Neural Networks with ReLU Activations

Tie-Yan Liu, Yue Wang, Wei Chen, 2019 .

THE EFFECT OF ADVERSARIAL TRAINING: A THEORETICAL CHARACTERIZATION

Tie-Yan Liu, Wei Chen, Mingyang Yi, 2019 .

Towards Accelerating Training of Batch Normalization: A Manifold Perspective

Zhi-Ming Ma, Mingyang Yi, Wei Chen, 2021, ArXiv.

An Efficient Lorentz Equivariant Graph Neural Network for Jet Tagging

Zhi-Ming Ma, H. Qu, Qi Meng, 2022, 2201.08187.

Deep Random Vortex Method for Simulation and Inference of Navier-Stokes Equations

Yue Wang, Zhi-Ming Ma, Qi Meng, 2022, ArXiv.

Improved OOD Generalization via Conditional Invariant Regularizer

Zhi-Ming Ma, Zhenguo Li, Mingyang Yi, 2022, ArXiv.

DRVN (Deep Random Vortex Network): A new physics-informed machine learning method for simulating and inferring incompressible fluid flows

Yue Wang, Zhi-Ming Ma, Qi Meng, 2022, Physics of Fluids.

A general correspondence between Dirichlet forms and right processes

Zhi-Ming Ma, S. Albeverio, 1992, math/9204224.

Regularization of Dirichlet spaces and applications

Zhi-Ming Ma, M. Röckner, S. Albeverio, 1992 .

Dirichlet forms and stochastic processes : proceedings of the international conference held in Beijing, China, October 25-31, 1993

Zhi-Ming Ma, M. Röckner, J. Yan, 1995 .

Additive functionals, nowhere Radon and Kato class smooth measures associated with Dirichlet forms

Zhi-Ming Ma, S. Albeverio, 1992 .

Recent developments in stochastic analysis and related topics : proceedings of the First Sino-German Conference on Stochasic Analysis (A Satellite Conference of ICM 2002) Beijing, China 29 August-3 September 2002

Zhi-Ming Ma, S. Albeverio, M. Roeckner, 2004 .

Characterization of Excess Risk for Locally Strongly Convex Population Risk

Zhi-Ming Ma, Mingyang Yi, Ruoyu Wang, 2020, NeurIPS.

A novel case of cutaneous squamous cell carcinoma at the site of previous sporotrichosis

Zhi-Ming Ma, Yong-Zhi Ji, Shi-Rui Liu, 2020, Journal of cosmetic dermatology.

An efficient Lorentz equivariant graph neural network for jet tagging

Zhi-Ming Ma, H. Qu, Qi Meng, 2022, Journal of High Energy Physics.

Off-policy Learning for Multiple Loggers

Li He, Dawei Yin, Yihong Zhao, 2019, KDD.

Non-Asymptotic Analysis of Excess Risk via Empirical Risk Landscape pdf

Ruoyu Wang, Mingyang Yi, Zhi-Ming Ma, 2020, ArXiv.

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

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

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.

Distribution flows associated with positivity preserving coercive forms

Zhi-Ming Ma, Xian Chen, Xuecheng Peng, 2017, The Annals of Probability.

Submitted to the Annals of Probability DISTRIBUTION FLOWS ASSOCIATED WITH POSITIVITY PRESERVING COERCIVE FORMS By

Zhi-Ming Ma, Xian Chen, Xuecheng Peng, 2018 .

Reflected Symmetric α-Stable Processes and Regional Fractional Laplacian

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

BOUNDARY PROBLEMS FOR FRACTIONAL LAPLACIANS

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

Quasi-regular semi-Dirichlet forms and beyond

Zhi-Ming Ma, Wei Sun, Li-Fei Wang, 2015 .

Fukushima type decomposition for semi-Dirichlet forms

Zhi-Ming Ma, Wei Sun, Li-Fei Wang, 2014, 1402.4341.

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

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

Superprocesses of stochastic flows

Zhi-Ming Ma, Kai-Nan Xiang, 2001 .

Necessary and sufficient conditions for the existence of $m$-perfect processes associated with Dirichlet forms

Zhi-Ming Ma, S. Albeverio, 1991 .

Monte Carlo Neural Operator for Learning PDEs via Probabilistic Representation

Yue Wang, Zhi-Ming Ma, Qi Meng, 2023, ArXiv.

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

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

Convergence Analysis of Distributed Stochastic Gradient Descent with Shuffling

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

Improved OOD Generalization via Adversarial Training and Pre-training

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

Positively Scale-Invariant Flatness of ReLU Neural Networks pdf

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

Breaking Correlation Shift via Conditional Invariant Regularizer

Zhi-Ming Ma, Zhenguo Li, Mingyang Yi, 2022, ICLR.

Reweighting Augmented Samples by Minimizing the Maximal Expected Loss pdf

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

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

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

Further Study on Web Markov Skeleton Processes

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

Constructing the Basis Path Set by Eliminating the Path Dependency pdf

Yue Wang, Wei Chen, Qi Meng, 2020, Journal of Systems Science and Complexity.

Interpreting the Basis Path Set in Neural Networks

Wei Chen, Qi Meng, Juanping Zhu, 2019, J. Syst. Sci. Complex..

On notions of harmonicity for non-symmetric Dirichlet form

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

Quasi-homeomorphisms of Dirichlet forms

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

Perturbation of Dirichlet forms—Lower semiboundedness, closability, and form cores

Zhi-Ming Ma, S. Albeverio, 1991 .

Feynman-Kac semigroups in terms of signed smooth measures

Zhi-Ming Ma, S. Albeverio, P. Blanchard, 1991 .

Probabilistic Methods in Schrödinger Equations

Zhi-Ming Ma, R. Song, 1990 .

Gradient Information Matters in Policy Optimization by Back-propagating through Model

Yue Wang, Zhi-Ming Ma, Wei Chen, 2022, ICLR.

Quasi regular Dirichlet forms and the stochastic quantization problem

Zhi-Ming Ma, S. Albeverio, M. Rockner, 2014, 1404.2757.

Markov Processes Associated With Positivity Preserving Coercive Forms

Zhi-Ming Ma, M. Röckner, 1995, Canadian Journal of Mathematics.

Nonlinear filtering of semi-Dirichlet processes

Zhi-Ming Ma, Wei Sun, Ze-Chun Hu, 2009 .

An Invariance Result for Capacities on Wiener Space

Zhi-Ming Ma, M. Röckner, S. Albeverio, 1992 .

Admissible vector fields and related diffusions on infinite-dimensional manifolds

Zhi-Ming Ma, K. Elworthy, 1997 .

Monte Carlo Neural PDE Solver for Learning PDEs via Probabilistic Representation

Yue Wang, Zhi-Ming Ma, Qi Meng, 2023, 2302.05104.

Nowhere Radon smooth measures, perturbations of Dirichlet forms and singular quadratic forms

Zhi-Ming Ma, S. Albeverio, 1989 .

Capacities on Wiener space : tightness and invariance

Zhi-Ming Ma, M. Röckner, S. Albeverio, 1991 .

Diffusion Processes with singular Dirichlet forms

Zhi-Ming Ma, S. Albeverio, 1991 .

Dirichlet Forms and Markov Fields—A Report on Recent Developments

Zhi-Ming Ma, M. Röckner, S. Albeverio, 1990 .

ON GIRSANOV AND GENERALIZED FEYNMAN–KAC TRANSFORMATIONS FOR SYMMETRIC MARKOV PROCESSES

Zhi-Ming Ma, Wei Sun, Chuanzhong Chen, 2007 .

Markov processes associated with semi-Dirichlet forms

Zhi-Ming Ma, M. Röckner, L. Overbeck, 1995 .

Power-law Dynamic arising from machine learning

Zhi-Ming Ma, Wei Chen, Qi Meng, 2023, arXiv.org.

hĥ-transforms of positivity preserving semigroups and associated Markov processes

Zhi-Ming Ma, Wei Sun, X. Han, 2011 .

Construction of diffusions on configuration spaces

Zhi-Ming Ma, M. Röckner, 2000 .

On Representations of Non-Symmetric Dirichlet Forms

Zhi-Ming Ma, Wei Sun, Ze-Chun Hu, 2010 .

Beurling–Deny formula of semi-Dirichlet forms

Zhi-Ming Ma, Ze-Chun Hu, 2004 .

A remark on the support of cadlag processes

Zhi-Ming Ma, M. Röckner, S. Albeverio, 1993 .

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 .