Miaoyan Wang

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 17

Top Topics

Tensor Decomposition

Bayesian Modeling

Top Venues

IEEE Trans. Inf. Theory

Publications

Jiaxin Hu, Miaoyan Wang
Multiway Spherical Clustering Via Degree-Corrected Tensor Block Models. IEEE Trans. Inf. Theory 69 (6) (2023)
Jiaxin Hu, Chanwoo Lee, Miaoyan Wang
Generalized Tensor Decomposition With Features on Multiple Modes. J. Comput. Graph. Stat. 31 (1) (2022)
Jiaxin Hu, Miaoyan Wang
Multiway Spherical Clustering via Degree-Corrected Tensor Block Models. AISTATS (2022)
Chanwoo Lee, Miaoyan Wang
Smooth tensor estimation with unknown permutations. CoRR (2021)
Chanwoo Lee, Miaoyan Wang
Beyond the Signs: Nonparametric Tensor Completion via Sign Series. NeurIPS (2021)
Chanwoo Lee, Miaoyan Wang
Beyond the Signs: Nonparametric Tensor Completion via Sign Series. CoRR (2021)
Chanwoo Lee, Lexin Li, Hao Helen Zhang, Miaoyan Wang
Nonparametric Trace Regression in High Dimensions via Sign Series Representation. CoRR (2021)
Chanwoo Lee, Miaoyan Wang
Tensor denoising and completion based on ordinal observations. CoRR (2020)
Chanwoo Lee, Miaoyan Wang
Tensor denoising and completion based on ordinal observations. ICML (2020)
Miaoyan Wang, Lexin Li
Learning from Binary Multiway Data: Probabilistic Tensor Decomposition and its Statistical Optimality. J. Mach. Learn. Res. 21 (2020)
Yuchen Zeng, Miaoyan Wang
Multiway clustering via tensor block models. CoRR (2019)
Long Chen, Miaoyan Wang, Xu Zhang, Michael Zhang, Yucheng Hu, Zuoqiang Shi, Peng Xi, Juntao Gao
Group-Sparsity-Based Super-Resolution Dipole Orientation Mapping. IEEE Trans. Medical Imaging 38 (11) (2019)
Zhuoyan Xu, Jiaxin Hu, Miaoyan Wang
Generalized tensor regression with covariates on multiple modes. CoRR (2019)
Miaoyan Wang, Yuchen Zeng
Multiway clustering via tensor block models. NeurIPS (2019)
Miaoyan Wang, Lexin Li
Learning from Binary Multiway Data: Probabilistic Tensor Decomposition and its Statistical Optimality. CoRR (2018)
Miaoyan Wang, Yun S. Song
Tensor Decompositions via Two-Mode Higher-Order SVD (HOSVD). AISTATS (2017)
Miaoyan Wang, Yun S. Song
Orthogonal Tensor Decompositions via Two-Mode Higher-Order SVD (HOSVD). CoRR (2016)