Prof. ZHOU Zhixin (周至心)
Research Output
- 2024
- Published
Adaptive randomization in network data
Zhou, Z., Li, P. & Hu, F., 2024, In: Electronic Journal of Statistics. 18, 1, p. 47-76Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
- 2023
- Published
Statistical Guarantees for Consensus Clustering
Zhou, Z., Dudeja, G. & Amini, A. A., 2023, The Eleventh International Conference on Learning Representations, ICLR 2023. International Conference on Learning Representations, ICLR, 24 p. (International Conference on Learning Representations, ICLR).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
- 2021
- Published
Rate-Optimal Subspace Estimation on Random Graphs
Zhou, Z., Zhou, F., Li, P. & Zhang, C., Dec 2021, Advances in Neural Information Processing Systems 34 (NeurIPS 2021). Ranzato, M., Beygelzimer, A., Dauphin, Y., Liang, P. & Vaughan, J. W. (eds.). Neuro Information Processing (NeurIPS), p. 20283-20294 12 p. (Advances in Neural Information Processing Systems; vol. 34).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 1 Norm Adjusted Proximity Graph for Fast Inner Product Retrieval
Tan, S., Xu, Z., Zhao, W., Fei, H., Zhou, Z. & Li, P., Aug 2021, KDD '21: Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining. Association for Computing Machinery, p. 1552–1560 (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 16Principal Subspace Estimation Under Information Diffusion
Zhou, F., Li, P. & Zhou, Z., Apr 2021, Proceedings of the 24th International Conference on Artificial Intelligence and Statistics (AISTATS) 2021. Banerjee, A. & Fukumizu, K. (eds.). p. 3205-3213 (Proceedings of Machine Learning Research; vol. 130).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 2- Published
Sparse random tensors: Concentration, regularization and applications
Zhou, Z. & Zhu, Y., 2021, In: Electronic Journal of Statistics. 15, 1, p. 2483-2516Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 7 - 2020
Estimate the Implicit Likelihoods of GANs with Application to Anomaly Detection
Ren, S., Li, D., Zhou, Z. & Li, P., Apr 2020, The Web Conference 2020: Proceedings of The World Wide Web Conference WWW 2020. Huang, Y., King, I., Liu, T. & Steen, M. v. (eds.). Association for Computing Machinery, p. 2287–2297 (The Web Conference - Proceedings of the World Wide Web Conference, WWW).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 8Fast Item Ranking under Neural Network based Measures
Tan, S., Zhou, Z., Xu, Z. & Li, P., Feb 2020, WSDM '20: Proceedings of the 13th International Conference on Web Search and Data Mining. Association for Computing Machinery, p. 591-599 (WSDM - Proceedings of the International Conference on Web Search and Data Mining).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 26Optimal Bipartite Network Clustering
Zhou, Z. & Amini, A., Jan 2020, In: Journal of Machine Learning Research. 21, 40.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 14Rate optimal Chernoff bound and application to community detection in the stochastic block models
Zhou, Z. & Li, P., 2020, In: Electronic Journal of Statistics. 14, 1, p. 1302–1347Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 6- 2019
Möbius Transformation for Fast Inner Product Search on Graph
Zhou, Z., Tan, S., Xu, Z. & Li, P., Dec 2019, Advances in Neural Information Processing Systems 32 (NIPS 2019). Wallach, H., Larochelle, H., Beygelzimer, A., d'Alché-Buc, F., Fox, E. & Garnett, R. (eds.). Neural Information Processing Systems Foundation, Inc., (Advances in Neural Information Processing Systems; vol. 32).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 43On Efficient Retrieval of Top Similarity Vectors
Tan, S., Zhou, Z., Xu, Z. & Li, P., Nov 2019, Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP). Association for Computational Linguistics (ACL), p. 5236–5246 (EMNLP-IJCNLP - Conference on Empirical Methods in Natural Language Processing and International Joint Conference on Natural Language Processing, Proceedings of the Conference).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 20Analysis of spectral clustering algorithms for community detection: the general bipartite setting
Zhou, Z. & Amini, A. A., 2019, In: Journal of Machine Learning Research. 20, 47.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 56
