Song Liu

Publications

High-Dimensional Differential Parameter Inference in Exponential Family using Time Score Matching
Daniel J. Williams, Leyang Wang, Qizhen Ying, Song Liu, Mladen Kolar
International Conference on Artificial Intelligence and Statistics (AISTATS)
Preprint DOI
Two-sample inference for high-dimensional Markov networks
Byol Kim, Song Liu, Mladen Kolar
Journal of the Royal Statistical Society. Series B. Statistical Methodology, 83(5)
PDF Preprint Code DOI
Posterior Ratio Estimation for Latent Variables
Yulong Zhang, Mingxuan Yi, Song Liu, Mladen Kolar
Technical report