Zheyang Shen

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 9

Top Topics

Diffusion Model

Bayesian Approaches

Top Venues

Publications

Zheyang Shen, Chris J. Oates
Operator-informed score matching for Markov diffusion models. CoRR (2024)
Zheyang Shen, Markus Heinonen, Samuel Kaski
De-randomizing MCMC dynamics with the diffusion Stein operator. CoRR (2021)
Zheyang Shen, Markus Heinonen, Samuel Kaski
De-randomizing MCMC dynamics with the diffusion Stein operator. NeurIPS (2021)
Simone Rossi, Markus Heinonen, Edwin V. Bonilla, Zheyang Shen, Maurizio Filippone
Sparse Gaussian Processes Revisited: Bayesian Approaches to Inducing-Variable Approximations. AISTATS (2021)
Simone Rossi, Markus Heinonen, Edwin V. Bonilla, Zheyang Shen, Maurizio Filippone
Rethinking Sparse Gaussian Processes: Bayesian Approaches to Inducing-Variable Approximations. CoRR (2020)
Zheyang Shen, Markus Heinonen, Samuel Kaski
Learning spectrograms with convolutional spectral kernels. AISTATS (2020)
Zheyang Shen, Markus Heinonen, Samuel Kaski
Harmonizable mixture kernels with variational Fourier features. AISTATS (2019)
Zheyang Shen, Markus Heinonen, Samuel Kaski
Learning spectrograms with convolutional spectral kernels. CoRR (2019)
Zheyang Shen, Markus Heinonen, Samuel Kaski
Harmonizable mixture kernels with variational Fourier features. CoRR (2018)