TianQi Hou

Publication Activity (10 Years)

Years Active: 2022-2023
Publications (10 Years): 6

Top Topics

Approximate Inference

Message Passing

Inference In Graphical Models

Sparse Regression

Top Venues

Publications

Yizhou Xu, TianQi Hou, Shansuo Liang, Marco Mondelli
Approximate Message Passing for Multi-Layer Estimation in Rotationally Invariant Models. ITW (2023)
Yizhou Xu, Yuhao Liu, Shansuo Liang, Ting-Yi Wu, Bo Bai, Jean Barbier, TianQi Hou
Capacity-Achieving Sparse Regression Codes via Vector Approximate Message Passing. ISIT (2023)
Teng Fu, Yuhao Liu, Jean Barbier, Marco Mondelli, Shansuo Liang, TianQi Hou
Mismatched estimation of non-symmetric rank-one matrices corrupted by structured noise. CoRR (2023)
Teng Fu, Yuhao Liu, Jean Barbier, Marco Mondelli, Shansuo Liang, TianQi Hou
Mismatched estimation of non-symmetric rank-one matrices corrupted by structured noise. ISIT (2023)
Yizhou Xu, Yuhao Liu, Shansuo Liang, Ting-Yi Wu, Bo Bob Bai, Jean Barbier, TianQi Hou
Capacity-Achieving Sparse Regression Codes via Vector Approximate Message Passing. CoRR (2023)
Jean Barbier, TianQi Hou, Marco Mondelli, Manuel Sáenz
The price of ignorance: how much does it cost to forget noise structure in low-rank matrix estimation? NeurIPS (2022)