Zheyang Shen

According to our database, Zheyang Shen authored at least 8 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Gaussian Processes with Bayesian Inference of Covariate Couplings.

Mattia Rosso, Juho Ylä-Jääski, Zheyang Shen, Markus Heinonen, Maurizio Filippone

Trans. Mach. Learn. Res., 2025

Prediction-Centric Uncertainty Quantification via MMD.

Zheyang Shen, Jeremias Knoblauch, Samuel Power, Chris J. Oates

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2025

2024

Operator-informed score matching for Markov diffusion models.

Zheyang Shen, Chris J. Oates

CoRR, 2024

2021

De-randomizing MCMC dynamics with the diffusion Stein operator.

Zheyang Shen, Markus Heinonen, Samuel Kaski

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Sparse Gaussian Processes Revisited: Bayesian Approaches to Inducing-Variable Approximations.

Simone Rossi, Markus Heinonen, Edwin V. Bonilla, Zheyang Shen, Maurizio Filippone

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2020

Rethinking Sparse Gaussian Processes: Bayesian Approaches to Inducing-Variable Approximations.

Simone Rossi, Markus Heinonen, Edwin V. Bonilla, Zheyang Shen, Maurizio Filippone

CoRR, 2020

Learning spectrograms with convolutional spectral kernels.

Zheyang Shen, Markus Heinonen, Samuel Kaski

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2019

Harmonizable mixture kernels with variational Fourier features.

Zheyang Shen, Markus Heinonen, Samuel Kaski

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019