Shi, Yuyang

9 publications

JMLR 2023 Alpha-Divergence Variational Inference Meets Importance Weighted Auto-Encoders: Methodology and Asymptotics Kamélia Daudel, Joe Benton, Yuyang Shi, Arnaud Doucet

NeurIPS 2023 Diffusion Schrödinger Bridge Matching Yuyang Shi, Valentin De Bortoli, Andrew Campbell, Arnaud Doucet

JMLR 2023 Pivotal Estimation of Linear Discriminant Analysis in High Dimensions Ethan X. Fang, Yajun Mei, Yuyang Shi, Qunzhi Xu, Tuo Zhao

AISTATS 2022 On PAC-Bayesian Reconstruction Guarantees for VAEs Badr-Eddine Chérief-Abdellatif, Yuyang Shi, Arnaud Doucet, Benjamin Guedj

UAI 2022 Conditional Simulation Using Diffusion Schrödinger Bridges Yuyang Shi, Valentin De Bortoli, George Deligiannidis, Arnaud Doucet

AISTATS 2021 Learning to Defend by Learning to Attack Haoming Jiang, Zhehui Chen, Yuyang Shi, Bo Dai, Tuo Zhao

AISTATS 2021 On Multilevel Monte Carlo Unbiased Gradient Estimation for Deep Latent Variable Models Yuyang Shi, Rob Cornish

NeurIPS 2021 Online Variational Filtering and Parameter Learning Andrew Campbell, Yuyang Shi, Thomas Rainforth, Arnaud Doucet

ICLRW 2019 Learning to Defense by Learning to Attack Zhehui Chen, Haoming Jiang, Yuyang Shi, Bo Dai, Tuo Zhao