Michael Minyi Zhang

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 25

Top Topics

Gaussian Process

Top Venues

J. Mach. Learn. Res.

IEEE Signal Process. Lett.

Publications

Ying Li, Zhidi Lin, Feng Yin, Michael Minyi Zhang
Preventing Model Collapse in Gaussian Process Latent Variable Models. CoRR (2024)
Forough Fazeli-Asl, Michael Minyi Zhang, Lizhen Lin
A Semi-Bayesian Nonparametric Hypothesis Test Using Maximum Mean Discrepancy with Applications in Generative Adversarial Networks. CoRR (2023)
Michael Minyi Zhang, Gregory W. Gundersen, Barbara E. Engelhardt
Bayesian Non-linear Latent Variable Modeling via Random Fourier Features. CoRR (2023)
Forough Fazeli-Asl, Michael Minyi Zhang
A Bayesian Non-parametric Approach to Generative Models: Integrating Variational Autoencoder and Generative Adversarial Networks using Wasserstein and Maximum Mean Discrepancy. CoRR (2023)
Michael Minyi Zhang, Bianca Dumitrascu, Sinead A. Williamson, Barbara E. Engelhardt
Sequential Gaussian Processes for Online Learning of Nonstationary Functions. IEEE Trans. Signal Process. 71 (2023)
Ying Li, Lei Cheng, Feng Yin, Michael Minyi Zhang, Sergios Theodoridis
Overcoming Posterior Collapse in Variational Autoencoders Via EM-Type Training. ICASSP (2023)
Taole Sha, Michael Minyi Zhang
Online Student-t Processes with an Overall-local Scale Structure for Modelling Non-stationary Data. CoRR (2023)
Michael Minyi Zhang, Sinead A. Williamson, Fernando Pérez-Cruz
Accelerated parallel non-conjugate sampling for Bayesian non-parametric models. Stat. Comput. 32 (3) (2022)
Michael Minyi Zhang
Sparse Infinite Random Feature Latent Variable Modeling. CoRR (2022)
Gregory W. Gundersen, Michael Minyi Zhang, Barbara E. Engelhardt
Latent variable modeling with random features. AISTATS (2021)
Kumar Avinava Dubey, Michael Minyi Zhang, Eric P. Xing, Sinead Williamson
Distributed, partially collapsed MCMC for Bayesian Nonparametrics. AISTATS (2020)
Gregory W. Gundersen, Michael Minyi Zhang, Barbara E. Engelhardt
Latent variable modeling with random features. CoRR (2020)
Avinava Dubey, Michael Minyi Zhang, Eric P. Xing, Sinead A. Williamson
Distributed, partially collapsed MCMC for Bayesian Nonparametrics. CoRR (2020)
Li-Fang Cheng, Bianca Dumitrascu, Michael Minyi Zhang, Corey Chivers, Michael Draugelis, Kai Li, Barbara E. Engelhardt
Patient-Specific Effects of Medication Using Latent Force Models with Gaussian Processes. AISTATS (2020)
Lizhen Lin, Bayan Saparbayeva, Michael Minyi Zhang, David B. Dunson
Accelerated Algorithms for Convex and Non-Convex Optimization on Manifolds. CoRR (2020)
Sinead A. Williamson, Michael Minyi Zhang, Paul Damien
A New Class of Time Dependent Latent Factor Models with Applications. J. Mach. Learn. Res. 21 (2020)
Fernando Pérez-Cruz, Pablo M. Olmos, Michael Minyi Zhang, Howard Huang
Probabilistic Time of Arrival Localization. IEEE Signal Process. Lett. 26 (11) (2019)
Michael Minyi Zhang, Bianca Dumitrascu, Sinead A. Williamson, Barbara E. Engelhardt
Sequential Gaussian Processes for Online Learning of Nonstationary Functions. CoRR (2019)
Sinead A. Williamson, Michael Minyi Zhang, Paul Damien
A New Class of Time Dependent Latent Factor Models with Applications. CoRR (2019)
Fernando Pérez-Cruz, Pablo M. Olmos, Michael Minyi Zhang, Howard Huang
Probabilistic Time of Arrival Localization. CoRR (2019)
Michael Minyi Zhang, Sinead A. Williamson
Embarrassingly Parallel Inference for Gaussian Processes. J. Mach. Learn. Res. 20 (2019)
Li-Fang Cheng, Bianca Dumitrascu, Michael Minyi Zhang, Corey Chivers, Michael Draugelis, Kai Li, Barbara E. Engelhardt
Patient-Specific Effects of Medication Using Latent Force Models with Gaussian Processes. CoRR (2019)
Bayan Saparbayeva, Michael Minyi Zhang, Lizhen Lin
Communication Efficient Parallel Algorithms for Optimization on Manifolds. NeurIPS (2018)
Michael Minyi Zhang, Henry Lam, Lizhen Lin
Robust and parallel Bayesian model selection. Comput. Stat. Data Anal. 127 (2018)
Bayan Saparbayeva, Michael Minyi Zhang, Lizhen Lin
Communication Efficient Parallel Algorithms for Optimization on Manifolds. CoRR (2018)