Yuyang Shi

According to our database, Yuyang Shi authored at least 7 papers between 2021 and 2023.

Collaborative distances:

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

2023

Alpha-divergence Variational Inference Meets Importance Weighted Auto-Encoders: Methodology and Asymptotics.

Kamélia Daudel, Joe Benton, Yuyang Shi, Arnaud Doucet

J. Mach. Learn. Res., 2023

Diffusion Schrödinger Bridge Matching.

Yuyang Shi, Valentin De Bortoli, Andrew Campbell, Arnaud Doucet

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

From Denoising Diffusions to Denoising Markov Models.

Joe Benton, Yuyang Shi, Valentin De Bortoli, George Deligiannidis, Arnaud Doucet

CoRR, 2022

Conditional simulation using diffusion Schrödinger bridges.

Yuyang Shi, Valentin De Bortoli, George Deligiannidis, Arnaud Doucet

Proceedings of the Uncertainty in Artificial Intelligence, 2022

On PAC-Bayesian reconstruction guarantees for VAEs.

Badr-Eddine Chérief-Abdellatif, Yuyang Shi, Arnaud Doucet, Benjamin Guedj

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021

Online Variational Filtering and Parameter Learning.

Andrew Campbell, Yuyang Shi, Thomas Rainforth, Arnaud Doucet

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

On Multilevel Monte Carlo Unbiased Gradient Estimation for Deep Latent Variable Models.

Yuyang Shi, Rob Cornish

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