Harrison H. Zhou

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 13

Top Topics

Gaussian Mixture

Top Venues

J. Mach. Learn. Res.

ISGIE/GRAIL@MICCAI

Publications

Heejune Sheen, Siyu Chen, Tianhao Wang, Harrison H. Zhou
Implicit Regularization of Gradient Flow on One-Layer Softmax Attention. CoRR (2024)
Anderson Y. Zhang, Harrison H. Zhou
Leave-one-out Singular Subspace Perturbation Analysis for Spectral Clustering. CoRR (2022)
Qinghao Liang, Javid Dadashkarimi, Wei Dai, Amin Karbasi, Joseph Chang, Harrison H. Zhou, Dustin Scheinost
Transforming Connectomes to "Any" Parcellation via Graph Matching. ISGIE/GRAIL@MICCAI (2022)
Qinghao Liang, Sahand Negahban, Joseph Chang, Harrison H. Zhou, Dustin Scheinost
Connectome-Based Predictive Modelling With Missing Connectivity Data Using Robust Matrix Completion. ISBI (2021)
Natalie Doss, Yihong Wu, Pengkun Yang, Harrison H. Zhou
Optimal estimation of high-dimensional Gaussian mixtures. CoRR (2020)
Matthias Löffler, Anderson Y. Zhang, Harrison H. Zhou
Optimality of Spectral Clustering for Gaussian Mixture Model. CoRR (2019)
Yihong Wu, Harrison H. Zhou
Randomly initialized EM algorithm for two-component Gaussian mixture achieves near optimality in O(√n) iterations. CoRR (2019)
Derek Feng, Randolf Altmeyer, Derek Stafford, Nicholas A. Christakis, Harrison H. Zhou
Testing for Balance in Social Networks. CoRR (2018)
Chao Gao, Zongming Ma, Anderson Y. Zhang, Harrison H. Zhou
Achieving Optimal Misclassification Proportion in Stochastic Block Models. J. Mach. Learn. Res. 18 (2017)
Anderson Y. Zhang, Harrison H. Zhou
Theoretical and Computational Guarantees of Mean Field Variational Inference for Community Detection. CoRR (2017)
Chao Gao, Yu Lu, Zongming Ma, Harrison H. Zhou
Optimal Estimation and Completion of Matrices with Biclustering Structures. J. Mach. Learn. Res. 17 (2016)
Chao Gao, Zongming Ma, Anderson Y. Zhang, Harrison H. Zhou
Community Detection in Degree-Corrected Block Models. CoRR (2016)
Yu Lu, Harrison H. Zhou
Statistical and Computational Guarantees of Lloyd's Algorithm and its Variants. CoRR (2016)
Anderson Y. Zhang, Harrison H. Zhou
Minimax Rates of Community Detection in Stochastic Block Models. CoRR (2015)
T. Tony Cai, Tengyuan Liang, Harrison H. Zhou
Law of log determinant of sample covariance matrix and optimal estimation of differential entropy for high-dimensional Gaussian distributions. J. Multivar. Anal. 137 (2015)
Chao Gao, Zongming Ma, Anderson Y. Zhang, Harrison H. Zhou
Achieving Optimal Misclassification Proportion in Stochastic Block Model. CoRR (2015)
T. Tony Cai, Tengyuan Liang, Harrison H. Zhou
Law of Log Determinant of Sample Covariance Matrix and Optimal Estimation of Differential Entropy for High-Dimensional Gaussian Distributions. CoRR (2013)