Anderson Y. Zhang

CoRR, 2023

Fundamental Limits of Spectral Clustering in Stochastic Block Models.

[BibT_eX]

[DOI]

CoRR, 2023

Optimal and Private Learning from Human Response Data.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

Efficient and Accurate Learning of Mixtures of Plackett-Luce Models.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

SDP Achieves Exact Minimax Optimality in Phase Synchronization.

[BibT_eX]

[DOI]

Chao Gao

IEEE Trans. Inf. Theory, 2022

Exact Minimax Optimality of Spectral Methods in Phase Synchronization and Orthogonal Group Synchronization.

[BibT_eX]

[DOI]

CoRR, 2022

Leave-one-out Singular Subspace Perturbation Analysis for Spectral Clustering.

[BibT_eX]

[DOI]

CoRR, 2022

A Spectral Approach to Item Response Theory.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Exact Minimax Estimation for Phase Synchronization.

[BibT_eX]

[DOI]

Chao Gao

IEEE Trans. Inf. Theory, 2021

Optimal Clustering in Anisotropic Gaussian Mixture Models.

[BibT_eX]

[DOI]

Xin Chen

CoRR, 2021

2019

Optimality of Spectral Clustering for Gaussian Mixture Model.

[BibT_eX]

[DOI]

Matthias Löffler

CoRR, 2019

2017

Achieving Optimal Misclassification Proportion in Stochastic Block Models.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2017

Theoretical and Computational Guarantees of Mean Field Variational Inference for Community Detection.

[BibT_eX]

[DOI]

CoRR, 2017

2016

Community Detection in Degree-Corrected Block Models.

[BibT_eX]

[DOI]

CoRR, 2016

2015

Minimax Rates of Community Detection in Stochastic Block Models.

[BibT_eX]

[DOI]