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2020 – today
- 2024
[j4]Anderson Ye Zhang
:
Fundamental Limits of Spectral Clustering in Stochastic Block Models. IEEE Trans. Inf. Theory 70(10): 7320-7348 (2024)- [c4]Duc Nguyen, Anderson Ye Zhang:
Novel Spectral Algorithms for the Partial Credit Model. ICML 2024 - 2023
- [c3]Duc Nguyen, Anderson Y. Zhang:
Efficient and Accurate Learning of Mixtures of Plackett-Luce Models. AAAI 2023: 9294-9301 - [c2]Duc Nguyen, Anderson Ye Zhang:
Optimal and Private Learning from Human Response Data. AISTATS 2023: 922-958 - [i13]Anderson Ye Zhang:
Fundamental Limits of Spectral Clustering in Stochastic Block Models. CoRR abs/2301.09289 (2023) - [i12]Duc Nguyen, Anderson Y. Zhang:
Efficient and Accurate Learning of Mixtures of Plackett-Luce Models. CoRR abs/2302.05343 (2023) - [i11]Duc Nguyen, Anderson Y. Zhang:
Optimal and Private Learning from Human Response Data. CoRR abs/2303.06234 (2023) - [i10]Duc Nguyen, Anderson Ye Zhang:
A Novel and Optimal Spectral Method for Permutation Synchronization. CoRR abs/2303.12051 (2023) - 2022
- [j3]Chao Gao, Anderson Y. Zhang:
SDP Achieves Exact Minimax Optimality in Phase Synchronization. IEEE Trans. Inf. Theory 68(8): 5374-5390 (2022) - [c1]Duc Nguyen, Anderson Ye Zhang:
A Spectral Approach to Item Response Theory. NeurIPS 2022 - [i9]Anderson Y. Zhang, Harrison H. Zhou:
Leave-one-out Singular Subspace Perturbation Analysis for Spectral Clustering. CoRR abs/2205.14855 (2022) - [i8]Anderson Ye Zhang:
Exact Minimax Optimality of Spectral Methods in Phase Synchronization and Orthogonal Group Synchronization. CoRR abs/2209.04962 (2022) - [i7]Duc Nguyen, Anderson Ye Zhang:
A Spectral Approach to Item Response Theory. CoRR abs/2210.04317 (2022) - 2021
- [j2]Chao Gao, Anderson Y. Zhang:
Exact Minimax Estimation for Phase Synchronization. IEEE Trans. Inf. Theory 67(12): 8236-8247 (2021) - [i6]Xin Chen, Anderson Y. Zhang:
Optimal Clustering in Anisotropic Gaussian Mixture Models. CoRR abs/2101.05402 (2021)
2010 – 2019
- 2019
- [i5]Matthias Löffler, Anderson Y. Zhang, Harrison H. Zhou:
Optimality of Spectral Clustering for Gaussian Mixture Model. CoRR abs/1911.00538 (2019) - 2017
- [j1]Chao Gao, Zongming Ma, Anderson Y. Zhang, Harrison H. Zhou:
Achieving Optimal Misclassification Proportion in Stochastic Block Models. J. Mach. Learn. Res. 18: 60:1-60:45 (2017) - [i4]Anderson Y. Zhang, Harrison H. Zhou:
Theoretical and Computational Guarantees of Mean Field Variational Inference for Community Detection. CoRR abs/1710.11268 (2017) - 2016
- [i3]Chao Gao, Zongming Ma, Anderson Y. Zhang, Harrison H. Zhou:
Community Detection in Degree-Corrected Block Models. CoRR abs/1607.06993 (2016) - 2015
- [i2]Chao Gao, Zongming Ma, Anderson Y. Zhang, Harrison H. Zhou:
Achieving Optimal Misclassification Proportion in Stochastic Block Model. CoRR abs/1505.03772 (2015) - [i1]Anderson Y. Zhang, Harrison H. Zhou:
Minimax Rates of Community Detection in Stochastic Block Models. CoRR abs/1507.05313 (2015)
Coauthor Index
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