Tianqi Hou

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 13

Top Topics

Unsupervised Learning

Rotational Invariant

Sparse Regression

Top Venues

Publications

Yuhao Liu, Xinyu Bian, Yizhou Xu, Tianqi Hou, Wenjie Wang, Yuyi Mao, Jun Zhang
Decentralizing Coherent Joint Transmission Precoding Via Deterministic Equivalents. ICASSP (2024)
Yuhao Liu, Xinyu Bian, Yizhou Xu, Tianqi Hou, Wenjie Wang, Yuyi Mao, Jun Zhang
Decentralizing Coherent Joint Transmission Precoding via Deterministic Equivalents. CoRR (2024)
Xinyu Bian, Yuhao Liu, Yizhou Xu, Tianqi Hou, Wenjie Wang, Yuyi Mao, Jun Zhang
Decentralizing Coherent Joint Transmission Precoding via Fast ADMM with Deterministic Equivalents. CoRR (2024)
Tianqi Hou, Yuhao Liu, Teng Fu, Jean Barbier
Sparse superposition codes under VAMP decoding with generic rotational invariant coding matrices. ISIT (2022)
Yuhao Liu, Teng Fu, Jean Barbier, Tianqi Hou
Sparse superposition codes with rotational invariant coding matrices for memoryless channels. ITW (2022)
Tianqi Hou, Yuhao Liu, Teng Fu, Jean Barbier
Sparse superposition codes under VAMP decoding with generic rotational invariant coding matrices. CoRR (2022)
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? CoRR (2022)
Yizhou Xu, Teng Fu, Yuhao Liu, Tianqi Hou
On Capacity Achieving of Sparse Regression Code with the Row-Orthogonal Matrix. ICCT (2022)
Yuhao Liu, Teng Fu, Jean Barbier, Tianqi Hou
Sparse superposition codes with rotational invariant coding matrices for memoryless channels. CoRR (2022)
Yizhou Xu, Tianqi Hou, Shansuo Liang, Marco Mondelli
Approximate Message Passing for Multi-Layer Estimation in Rotationally Invariant Models. CoRR (2022)
Tianqi Hou, Juan Yu, Cheng Hu, Haijun Jiang
Finite-Time Synchronization of Fractional-Order Complex-Variable Dynamic Networks. IEEE Trans. Syst. Man Cybern. Syst. 51 (7) (2021)
Tianqi Hou, K. Y. Michael Wong, Haiping Huang
Minimal model of permutation symmetry in unsupervised learning. CoRR (2019)
Tianqi Hou, Haiping Huang
Statistical physics of unsupervised learning with prior knowledge in neural networks. CoRR (2019)