Wang, Zhe; Liang, Yingbin; Ji, Pengsheng Spectral algorithms for community detection in directed networks. (English) Zbl 07307464 J. Mach. Learn. Res. 21, Paper No. 153, 45 p. (2020). MSC: 68T05 PDFBibTeX XMLCite \textit{Z. Wang} et al., J. Mach. Learn. Res. 21, Paper No. 153, 45 p. (2020; Zbl 07307464) Full Text: arXiv Link
Xu, Tengyu; Wang, Zhe; Liang, Yingbin; Poor, H. Vincent Gradient Free Minimax Optimization: Variance Reduction and Faster Convergence. arXiv:2006.09361 Preprint, arXiv:2006.09361 [cs.LG] (2020). BibTeX Cite \textit{T. Xu} et al., ``Gradient Free Minimax Optimization: Variance Reduction and Faster Convergence'', Preprint, arXiv:2006.09361 [cs.LG] (2020) Full Text: arXiv OA License
Zhou, Yi; Wang, Zhe; Ji, Kaiyi; Liang, Yingbin; Tarokh, Vahid Proximal Gradient Algorithm with Momentum and Flexible Parameter Restart for Nonconvex Optimization. arXiv:2002.11582 Preprint, arXiv:2002.11582 [math.OC] (2020). BibTeX Cite \textit{Y. Zhou} et al., ``Proximal Gradient Algorithm with Momentum and Flexible Parameter Restart for Nonconvex Optimization'', Preprint, arXiv:2002.11582 [math.OC] (2020) Full Text: arXiv OA License
Wang, Zhe; Zhou, Yi; Liang, Yingbin; Lan, Guanghui A note on inexact gradient and Hessian conditions for cubic regularized Newton’s method. (English) Zbl 1476.90352 Oper. Res. Lett. 47, No. 2, 146-149 (2019). MSC: 90C53 90C26 49M15 65K10 PDFBibTeX XMLCite \textit{Z. Wang} et al., Oper. Res. Lett. 47, No. 2, 146--149 (2019; Zbl 1476.90352) Full Text: DOI
Ji, Kaiyi; Wang, Zhe; Weng, Bowen; Zhou, Yi; Zhang, Wei; Liang, Yingbin History-Gradient Aided Batch Size Adaptation for Variance Reduced Algorithms. arXiv:1910.09670 Preprint, arXiv:1910.09670 [math.OC] (2019). BibTeX Cite \textit{K. Ji} et al., ``History-Gradient Aided Batch Size Adaptation for Variance Reduced Algorithms'', Preprint, arXiv:1910.09670 [math.OC] (2019) Full Text: arXiv OA License
Ji, Kaiyi; Wang, Zhe; Zhou, Yi; Liang, Yingbin Improved Zeroth-Order Variance Reduced Algorithms and Analysis for Nonconvex Optimization. arXiv:1910.12166 Preprint, arXiv:1910.12166 [cs.LG] (2019). BibTeX Cite \textit{K. Ji} et al., ``Improved Zeroth-Order Variance Reduced Algorithms and Analysis for Nonconvex Optimization'', Preprint, arXiv:1910.12166 [cs.LG] (2019) Full Text: arXiv OA License
Zhou, Yi; Wang, Zhe; Ji, Kaiyi; Liang, Yingbin; Tarokh, Vahid WITHDRAWN: Momentum Schemes with Stochastic Variance Reduction for Nonconvex Composite Optimization. arXiv:1902.02715 Preprint, arXiv:1902.02715 [math.OC] (2019); retraction notice ibid. BibTeX Cite \textit{Y. Zhou} et al., ``WITHDRAWN: Momentum Schemes with Stochastic Variance Reduction for Nonconvex Composite Optimization'', Preprint, arXiv:1902.02715 [math.OC] (2019); retraction notice ibid. Full Text: arXiv OA License
Wang, Zhe; Ji, Kaiyi; Zhou, Yi; Liang, Yingbin; Tarokh, Vahid SpiderBoost and Momentum: Faster Stochastic Variance Reduction Algorithms. arXiv:1810.10690 Preprint, arXiv:1810.10690 [math.OC] (2018). BibTeX Cite \textit{Z. Wang} et al., ``SpiderBoost and Momentum: Faster Stochastic Variance Reduction Algorithms'', Preprint, arXiv:1810.10690 [math.OC] (2018) Full Text: arXiv OA License
Wang, Zhe; Zhou, Yi; Liang, Yingbin; Lan, Guanghui Cubic Regularization with Momentum for Nonconvex Optimization. arXiv:1810.03763 Preprint, arXiv:1810.03763 [math.OC] (2018). BibTeX Cite \textit{Z. Wang} et al., ``Cubic Regularization with Momentum for Nonconvex Optimization'', Preprint, arXiv:1810.03763 [math.OC] (2018) Full Text: arXiv OA License
Wang, Zhe; Zhou, Yi; Liang, Yingbin; Lan, Guanghui A Note on Inexact Condition for Cubic Regularized Newton’s Method. arXiv:1808.07384 Preprint, arXiv:1808.07384 [math.OC] (2018). BibTeX Cite \textit{Z. Wang} et al., ``A Note on Inexact Condition for Cubic Regularized Newton's Method'', Preprint, arXiv:1808.07384 [math.OC] (2018) Full Text: arXiv OA License
Zhou, Yi; Wang, Zhe; Liang, Yingbin Convergence of Cubic Regularization for Nonconvex Optimization under KL Property. arXiv:1808.07382 Preprint, arXiv:1808.07382 [math.OC] (2018). BibTeX Cite \textit{Y. Zhou} et al., ``Convergence of Cubic Regularization for Nonconvex Optimization under KL Property'', Preprint, arXiv:1808.07382 [math.OC] (2018) Full Text: arXiv OA License
Wang, Zhe; Zhou, Yi; Liang, Yingbin; Lan, Guanghui Stochastic Variance-Reduced Cubic Regularization for Nonconvex Optimization. arXiv:1802.07372 Preprint, arXiv:1802.07372 [math.OC] (2018). BibTeX Cite \textit{Z. Wang} et al., ``Stochastic Variance-Reduced Cubic Regularization for Nonconvex Optimization'', Preprint, arXiv:1802.07372 [math.OC] (2018) Full Text: arXiv OA License