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BibTeX records: Anthony Man-Cho So
@article{DBLP:journals/siamsc/HuASYW24, author = {Jiang Hu and Ruicheng Ao and Anthony Man{-}Cho So and Minghan Yang and Zaiwen Wen}, title = {Riemannian Natural Gradient Methods}, journal = {{SIAM} J. Sci. Comput.}, volume = {46}, number = {1}, pages = {204}, year = {2024}, url = {https://doi.org/10.1137/22m1509643}, doi = {10.1137/22M1509643}, timestamp = {Thu, 29 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/siamsc/HuASYW24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2401-12025, author = {Ya{-}Feng Liu and Tsung{-}Hui Chang and Mingyi Hong and Zheyu Wu and Anthony Man{-}Cho So and Eduard A. Jorswieck and Wei Yu}, title = {A Survey of Advances in Optimization Methods for Wireless Communication System Design}, journal = {CoRR}, volume = {abs/2401.12025}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2401.12025}, doi = {10.48550/ARXIV.2401.12025}, eprinttype = {arXiv}, eprint = {2401.12025}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2401-12025.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cn/YaoLDYZLS23, author = {Mingwu Yao and Jiamu Liu and Jing Du and Dongqi Yan and Yanxi Zhang and Wei Liu and Anthony Man{-}Cho So}, title = {A unified flow scheduling method for time sensitive networks}, journal = {Comput. Networks}, volume = {233}, pages = {109847}, year = {2023}, url = {https://doi.org/10.1016/j.comnet.2023.109847}, doi = {10.1016/J.COMNET.2023.109847}, timestamp = {Tue, 12 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/cn/YaoLDYZLS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/siamjo/0098LS23, author = {Peng Wang and Huikang Liu and Anthony Man{-}Cho So}, title = {Linear Convergence of a Proximal Alternating Minimization Method with Extrapolation for {\textbackslash}({\textbackslash}boldsymbol\{{\textbackslash}ell{\_}1\}{\textbackslash}) -Norm Principal Component Analysis}, journal = {{SIAM} J. Optim.}, volume = {33}, number = {2}, pages = {684--712}, year = {2023}, url = {https://doi.org/10.1137/21m1434507}, doi = {10.1137/21M1434507}, timestamp = {Sun, 12 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/siamjo/0098LS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsipn/LiuZSL23, author = {Huikang Liu and Jiaojiao Zhang and Anthony Man{-}Cho So and Qing Ling}, title = {A Communication-Efficient Decentralized Newton's Method With Provably Faster Convergence}, journal = {{IEEE} Trans. Signal Inf. Process. over Networks}, volume = {9}, pages = {427--441}, year = {2023}, url = {https://doi.org/10.1109/TSIPN.2023.3290397}, doi = {10.1109/TSIPN.2023.3290397}, timestamp = {Mon, 30 Oct 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tsipn/LiuZSL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsipn/WangYS23, author = {Xiaolu Wang and Chaorui Yao and Anthony Man{-}Cho So}, title = {A Linearly Convergent Optimization Framework for Learning Graphs From Smooth Signals}, journal = {{IEEE} Trans. Signal Inf. Process. over Networks}, volume = {9}, pages = {490--504}, year = {2023}, url = {https://doi.org/10.1109/TSIPN.2023.3295770}, doi = {10.1109/TSIPN.2023.3295770}, timestamp = {Thu, 31 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tsipn/WangYS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsp/ZhangLSL23, author = {Jiaojiao Zhang and Huikang Liu and Anthony Man{-}Cho So and Qing Ling}, title = {Variance-Reduced Stochastic Quasi-Newton Methods for Decentralized Learning}, journal = {{IEEE} Trans. Signal Process.}, volume = {71}, pages = {311--326}, year = {2023}, url = {https://doi.org/10.1109/TSP.2023.3240652}, doi = {10.1109/TSP.2023.3240652}, timestamp = {Mon, 30 Oct 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tsp/ZhangLSL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/FuYSLBC23, author = {Zihao Fu and Haoran Yang and Anthony Man{-}Cho So and Wai Lam and Lidong Bing and Nigel Collier}, editor = {Brian Williams and Yiling Chen and Jennifer Neville}, title = {On the Effectiveness of Parameter-Efficient Fine-Tuning}, booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI} 2023, Thirty-Fifth Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February 7-14, 2023}, pages = {12799--12807}, publisher = {{AAAI} Press}, year = {2023}, url = {https://doi.org/10.1609/aaai.v37i11.26505}, doi = {10.1609/AAAI.V37I11.26505}, timestamp = {Mon, 04 Sep 2023 12:29:24 +0200}, biburl = {https://dblp.org/rec/conf/aaai/FuYSLBC23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/LiTKLLSB23, author = {Jiajin Li and Jianheng Tang and Lemin Kong and Huikang Liu and Jia Li and Anthony Man{-}Cho So and Jose H. Blanchet}, title = {A Convergent Single-Loop Algorithm for Relaxation of Gromov-Wasserstein in Graph Data}, booktitle = {The Eleventh International Conference on Learning Representations, {ICLR} 2023, Kigali, Rwanda, May 1-5, 2023}, publisher = {OpenReview.net}, year = {2023}, url = {https://openreview.net/pdf?id=0jxPyVWmiiF}, timestamp = {Fri, 30 Jun 2023 14:38:38 +0200}, biburl = {https://dblp.org/rec/conf/iclr/LiTKLLSB23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/WangPW0S23, author = {Jinxin Wang and Yuen{-}Man Pun and Xiaolu Wang and Peng Wang and Anthony Man{-}Cho So}, editor = {Andreas Krause and Emma Brunskill and Kyunghyun Cho and Barbara Engelhardt and Sivan Sabato and Jonathan Scarlett}, title = {Projected Tensor Power Method for Hypergraph Community Recovery}, booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July 2023, Honolulu, Hawaii, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {202}, pages = {36285--36307}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v202/wang23af.html}, timestamp = {Sun, 12 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icml/WangPW0S23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/KongLTS23, author = {Lemin Kong and Jiajin Li and Jianheng Tang and Anthony Man{-}Cho So}, editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine}, title = {Outlier-Robust Gromov-Wasserstein for Graph Data}, booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023}, year = {2023}, url = {http://papers.nips.cc/paper\_files/paper/2023/hash/4e429936318af03ae99c01c90e2604ec-Abstract-Conference.html}, timestamp = {Fri, 01 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/KongLTS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/LiuLS23, author = {Huikang Liu and Xiao Li and Anthony Man{-}Cho So}, editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine}, title = {ReSync: Riemannian Subgradient-based Robust Rotation Synchronization}, booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023}, year = {2023}, url = {http://papers.nips.cc/paper\_files/paper/2023/hash/10e9204f14c4daa08041343455435308-Abstract-Conference.html}, timestamp = {Fri, 01 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/LiuLS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/LiuZS23, author = {Shangyuan Liu and Linglingzhi Zhu and Anthony Man{-}Cho So}, editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine}, title = {LogSpecT: Feasible Graph Learning Model from Stationary Signals with Recovery Guarantees}, booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023}, year = {2023}, url = {http://papers.nips.cc/paper\_files/paper/2023/hash/fd8872fcba4ba87312cdfe5ebba91ca9-Abstract-Conference.html}, timestamp = {Fri, 01 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/LiuZS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/ZhengZSBL23, author = {Taoli Zheng and Linglingzhi Zhu and Anthony Man{-}Cho So and Jose H. Blanchet and Jiajin Li}, editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine}, title = {Universal Gradient Descent Ascent Method for Nonconvex-Nonconcave Minimax Optimization}, booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023}, year = {2023}, url = {http://papers.nips.cc/paper\_files/paper/2023/hash/a961dea42c23c3c0d01b79918701fb6e-Abstract-Conference.html}, timestamp = {Fri, 01 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/ZhengZSBL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2301-09820, author = {Zihao Fu and Anthony Man{-}Cho So and Nigel Collier}, title = {A Stability Analysis of Fine-Tuning a Pre-Trained Model}, journal = {CoRR}, volume = {abs/2301.09820}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2301.09820}, doi = {10.48550/ARXIV.2301.09820}, eprinttype = {arXiv}, eprint = {2301.09820}, timestamp = {Thu, 26 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2301-09820.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2302-04610, author = {Lemin Kong and Jiajin Li and Anthony Man{-}Cho So}, title = {Outlier-Robust Gromov Wasserstein for Graph Data}, journal = {CoRR}, volume = {abs/2302.04610}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2302.04610}, doi = {10.48550/ARXIV.2302.04610}, eprinttype = {arXiv}, eprint = {2302.04610}, timestamp = {Mon, 13 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2302-04610.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2302-12261, author = {Lai Tian and Anthony Man{-}Cho So}, title = {Testing Stationarity Concepts for ReLU Networks: Hardness, Regularity, and Robust Algorithms}, journal = {CoRR}, volume = {abs/2302.12261}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2302.12261}, doi = {10.48550/ARXIV.2302.12261}, eprinttype = {arXiv}, eprint = {2302.12261}, timestamp = {Tue, 28 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2302-12261.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2303-06595, author = {Jiajin Li and Jianheng Tang and Lemin Kong and Huikang Liu and Jia Li and Anthony Man{-}Cho So and Jose H. Blanchet}, title = {A Convergent Single-Loop Algorithm for Relaxation of Gromov-Wasserstein in Graph Data}, journal = {CoRR}, volume = {abs/2303.06595}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2303.06595}, doi = {10.48550/ARXIV.2303.06595}, eprinttype = {arXiv}, eprint = {2303.06595}, timestamp = {Thu, 16 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2303-06595.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2303-17779, author = {Jinxin Wang and Jiang Hu and Shixiang Chen and Zengde Deng and Anthony Man{-}Cho So}, title = {Decentralized Weakly Convex Optimization Over the Stiefel Manifold}, journal = {CoRR}, volume = {abs/2303.17779}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2303.17779}, doi = {10.48550/ARXIV.2303.17779}, eprinttype = {arXiv}, eprint = {2303.17779}, timestamp = {Thu, 13 Apr 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2303-17779.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2304-04052, author = {Zihao Fu and Wai Lam and Qian Yu and Anthony Man{-}Cho So and Shengding Hu and Zhiyuan Liu and Nigel Collier}, title = {Decoder-Only or Encoder-Decoder? Interpreting Language Model as a Regularized Encoder-Decoder}, journal = {CoRR}, volume = {abs/2304.04052}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2304.04052}, doi = {10.48550/ARXIV.2304.04052}, eprinttype = {arXiv}, eprint = {2304.04052}, timestamp = {Tue, 18 Apr 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2304-04052.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2305-01379, author = {Shangyuan Liu and Linglingzhi Zhu and Anthony Man{-}Cho So}, title = {LogSpecT: Feasible Graph Learning Model from Stationary Signals with Recovery Guarantees}, journal = {CoRR}, volume = {abs/2305.01379}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2305.01379}, doi = {10.48550/ARXIV.2305.01379}, eprinttype = {arXiv}, eprint = {2305.01379}, timestamp = {Fri, 05 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2305-01379.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2305-14161, author = {Xiao Li and Lei Zhao and Daoli Zhu and Anthony Man{-}Cho So}, title = {Revisiting Subgradient Method: Complexity and Convergence Beyond Lipschitz Continuity}, journal = {CoRR}, volume = {abs/2305.14161}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2305.14161}, doi = {10.48550/ARXIV.2305.14161}, eprinttype = {arXiv}, eprint = {2305.14161}, timestamp = {Wed, 24 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2305-14161.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2305-15136, author = {Huikang Liu and Xiao Li and Anthony Man{-}Cho So}, title = {ReSync: Riemannian Subgradient-based Robust Rotation Synchronization}, journal = {CoRR}, volume = {abs/2305.15136}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2305.15136}, doi = {10.48550/ARXIV.2305.15136}, eprinttype = {arXiv}, eprint = {2305.15136}, timestamp = {Tue, 06 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2305-15136.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/itor/LiuWS22, author = {Huikang Liu and Xiaolu Wang and Anthony Man{-}Cho So}, title = {Adaptive coordinate sampling for stochastic primal-dual optimization}, journal = {Int. Trans. Oper. Res.}, volume = {29}, number = {1}, pages = {24--47}, year = {2022}, url = {https://doi.org/10.1111/itor.13011}, doi = {10.1111/ITOR.13011}, timestamp = {Thu, 09 Sep 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/itor/LiuWS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mp/WangZS22, author = {Peng Wang and Zirui Zhou and Anthony Man{-}Cho So}, title = {Non-convex exact community recovery in stochastic block model}, journal = {Math. Program.}, volume = {195}, number = {1}, pages = {1--37}, year = {2022}, url = {https://doi.org/10.1007/s10107-021-01715-1}, doi = {10.1007/S10107-021-01715-1}, timestamp = {Sun, 12 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/mp/WangZS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/siamis/HuangSMS22, author = {Chujun Huang and Mingjie Shao and Wing{-}Kin Ma and Anthony Man{-}Cho So}, title = {{SISAL} Revisited}, journal = {{SIAM} J. Imaging Sci.}, volume = {15}, number = {2}, pages = {591--624}, year = {2022}, url = {https://doi.org/10.1137/21m1430613}, doi = {10.1137/21M1430613}, timestamp = {Mon, 25 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/siamis/HuangSMS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsp/PunS22, author = {Yuen{-}Man Pun and Anthony Man{-}Cho So}, title = {Local Strong Convexity of Source Localization and Error Bound for Target Tracking under Time-of-Arrival Measurements}, journal = {{IEEE} Trans. Signal Process.}, volume = {70}, pages = {190--201}, year = {2022}, url = {https://doi.org/10.1109/TSP.2021.3137953}, doi = {10.1109/TSP.2021.3137953}, timestamp = {Tue, 08 Feb 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tsp/PunS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsp/WuMLSS22, author = {Ruiyuan Wu and Wing{-}Kin Ma and Yuening Li and Anthony Man{-}Cho So and Nicholas D. Sidiropoulos}, title = {Probabilistic Simplex Component Analysis}, journal = {{IEEE} Trans. Signal Process.}, volume = {70}, pages = {582--599}, year = {2022}, url = {https://doi.org/10.1109/TSP.2021.3133690}, doi = {10.1109/TSP.2021.3133690}, timestamp = {Wed, 23 Feb 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tsp/WuMLSS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsp/WangPS22, author = {Xiaolu Wang and Yuen{-}Man Pun and Anthony Man{-}Cho So}, title = {Distributionally Robust Graph Learning From Smooth Signals Under Moment Uncertainty}, journal = {{IEEE} Trans. Signal Process.}, volume = {70}, pages = {6216--6231}, year = {2022}, url = {https://doi.org/10.1109/TSP.2022.3229950}, doi = {10.1109/TSP.2022.3229950}, timestamp = {Fri, 10 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tsp/WangPS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tvt/LiuZYLLS22, author = {Wei Liu and Lin Zhu and Huiting Yang and Hongyan Li and Jiandong Li and Anthony Man{-}Cho So}, title = {Maximum Flow Routing Strategy With Dynamic Link Allocation for Space Information Networks Under Transceiver Constraints}, journal = {{IEEE} Trans. Veh. Technol.}, volume = {71}, number = {9}, pages = {9993--10000}, year = {2022}, url = {https://doi.org/10.1109/TVT.2022.3179523}, doi = {10.1109/TVT.2022.3179523}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tvt/LiuZYLLS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aistats/ZhouTSC22, author = {Kaiwen Zhou and Lai Tian and Anthony Man{-}Cho So and James Cheng}, editor = {Gustau Camps{-}Valls and Francisco J. R. Ruiz and Isabel Valera}, title = {Practical Schemes for Finding Near-Stationary Points of Convex Finite-Sums}, booktitle = {International Conference on Artificial Intelligence and Statistics, {AISTATS} 2022, 28-30 March 2022, Virtual Event}, series = {Proceedings of Machine Learning Research}, volume = {151}, pages = {3684--3708}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v151/zhou22a.html}, timestamp = {Sat, 30 Sep 2023 09:34:08 +0200}, biburl = {https://dblp.org/rec/conf/aistats/ZhouTSC22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aistats/TianS22, author = {Lai Tian and Anthony Man{-}Cho So}, editor = {Gustau Camps{-}Valls and Francisco J. R. Ruiz and Isabel Valera}, title = {Computing D-Stationary Points of {\(\rho\)}-Margin Loss {SVM}}, booktitle = {International Conference on Artificial Intelligence and Statistics, {AISTATS} 2022, 28-30 March 2022, Virtual Event}, series = {Proceedings of Machine Learning Research}, volume = {151}, pages = {3772--3793}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v151/tian22a.html}, timestamp = {Fri, 20 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aistats/TianS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aistats/WangWS22, author = {Xiaolu Wang and Peng Wang and Anthony Man{-}Cho So}, editor = {Gustau Camps{-}Valls and Francisco J. R. Ruiz and Isabel Valera}, title = {Exact Community Recovery over Signed Graphs}, booktitle = {International Conference on Artificial Intelligence and Statistics, {AISTATS} 2022, 28-30 March 2022, Virtual Event}, series = {Proceedings of Machine Learning Research}, volume = {151}, pages = {9686--9710}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v151/wang22i.html}, timestamp = {Mon, 23 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aistats/WangWS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/TianZS22, author = {Lai Tian and Kaiwen Zhou and Anthony Man{-}Cho So}, editor = {Kamalika Chaudhuri and Stefanie Jegelka and Le Song and Csaba Szepesv{\'{a}}ri and Gang Niu and Sivan Sabato}, title = {On the Finite-Time Complexity and Practical Computation of Approximate Stationarity Concepts of Lipschitz Functions}, booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July 2022, Baltimore, Maryland, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {162}, pages = {21360--21379}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v162/tian22a.html}, timestamp = {Tue, 12 Jul 2022 17:36:52 +0200}, biburl = {https://dblp.org/rec/conf/icml/TianZS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/0098LSB22, author = {Peng Wang and Huikang Liu and Anthony Man{-}Cho So and Laura Balzano}, editor = {Kamalika Chaudhuri and Stefanie Jegelka and Le Song and Csaba Szepesv{\'{a}}ri and Gang Niu and Sivan Sabato}, title = {Convergence and Recovery Guarantees of the K-Subspaces Method for Subspace Clustering}, booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July 2022, Baltimore, Maryland, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {162}, pages = {22884--22918}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v162/wang22r.html}, timestamp = {Tue, 12 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/0098LSB22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2201-07699, author = {Jiaojiao Zhang and Huikang Liu and Anthony Man{-}Cho So and Qing Ling}, title = {Variance-Reduced Stochastic Quasi-Newton Methods for Decentralized Learning: Part {I}}, journal = {CoRR}, volume = {abs/2201.07699}, year = {2022}, url = {https://arxiv.org/abs/2201.07699}, eprinttype = {arXiv}, eprint = {2201.07699}, timestamp = {Mon, 30 Oct 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2201-07699.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2202-12255, author = {Xiaolu Wang and Peng Wang and Anthony Man{-}Cho So}, title = {Exact Community Recovery over Signed Graphs}, journal = {CoRR}, volume = {abs/2202.12255}, year = {2022}, url = {https://arxiv.org/abs/2202.12255}, eprinttype = {arXiv}, eprint = {2202.12255}, timestamp = {Thu, 03 Mar 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2202-12255.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2205-08115, author = {Jiajin Li and Jianheng Tang and Lemin Kong and Huikang Liu and Jia Li and Anthony Man{-}Cho So and Jose H. Blanchet}, title = {Fast and Provably Convergent Algorithms for Gromov-Wasserstein in Graph Learning}, journal = {CoRR}, volume = {abs/2205.08115}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2205.08115}, doi = {10.48550/ARXIV.2205.08115}, eprinttype = {arXiv}, eprint = {2205.08115}, timestamp = {Mon, 23 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2205-08115.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2207-07287, author = {Jiang Hu and Ruicheng Ao and Anthony Man{-}Cho So and Minghan Yang and Zaiwen Wen}, title = {Riemannian Natural Gradient Methods}, journal = {CoRR}, volume = {abs/2207.07287}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2207.07287}, doi = {10.48550/ARXIV.2207.07287}, eprinttype = {arXiv}, eprint = {2207.07287}, timestamp = {Tue, 19 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2207-07287.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2209-10825, author = {Jiajin Li and Linglingzhi Zhu and Anthony Man{-}Cho So}, title = {Nonsmooth Composite Nonconvex-Concave Minimax Optimization}, journal = {CoRR}, volume = {abs/2209.10825}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2209.10825}, doi = {10.48550/ARXIV.2209.10825}, eprinttype = {arXiv}, eprint = {2209.10825}, timestamp = {Thu, 29 Sep 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2209-10825.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2211-15583, author = {Zihao Fu and Haoran Yang and Anthony Man{-}Cho So and Wai Lam and Lidong Bing and Nigel Collier}, title = {On the Effectiveness of Parameter-Efficient Fine-Tuning}, journal = {CoRR}, volume = {abs/2211.15583}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2211.15583}, doi = {10.48550/ARXIV.2211.15583}, eprinttype = {arXiv}, eprint = {2211.15583}, timestamp = {Tue, 29 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2211-15583.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/iotj/XuDWXSC21, author = {Yue Xu and Zengde Deng and Mengdi Wang and Wenjun Xu and Anthony Man{-}Cho So and Shuguang Cui}, title = {Voting-Based Multiagent Reinforcement Learning for Intelligent IoT}, journal = {{IEEE} Internet Things J.}, volume = {8}, number = {4}, pages = {2681--2693}, year = {2021}, url = {https://doi.org/10.1109/JIOT.2020.3021017}, doi = {10.1109/JIOT.2020.3021017}, timestamp = {Thu, 15 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/iotj/XuDWXSC21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/siamjo/LiCDQZS21, author = {Xiao Li and Shixiang Chen and Zengde Deng and Qing Qu and Zhihui Zhu and Anthony Man{-}Cho So}, title = {Weakly Convex Optimization over Stiefel Manifold Using Riemannian Subgradient-Type Methods}, journal = {{SIAM} J. Optim.}, volume = {31}, number = {3}, pages = {1605--1634}, year = {2021}, url = {https://doi.org/10.1137/20M1321000}, doi = {10.1137/20M1321000}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/siamjo/LiCDQZS21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsipn/ZhangLS21, author = {Jiaojiao Zhang and Qing Ling and Anthony Man{-}Cho So}, title = {A Newton Tracking Algorithm With Exact Linear Convergence for Decentralized Consensus Optimization}, journal = {{IEEE} Trans. Signal Inf. Process. over Networks}, volume = {7}, pages = {346--358}, year = {2021}, url = {https://doi.org/10.1109/TSIPN.2021.3083975}, doi = {10.1109/TSIPN.2021.3083975}, timestamp = {Mon, 30 Oct 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tsipn/ZhangLS21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsp/ZhangLSL21, author = {Jiaojiao Zhang and Huikang Liu and Anthony Man{-}Cho So and Qing Ling}, title = {A Penalty Alternating Direction Method of Multipliers for Convex Composite Optimization Over Decentralized Networks}, journal = {{IEEE} Trans. Signal Process.}, volume = {69}, pages = {4282--4295}, year = {2021}, url = {https://doi.org/10.1109/TSP.2021.3092347}, doi = {10.1109/TSP.2021.3092347}, timestamp = {Mon, 30 Oct 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tsp/ZhangLSL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsp/ChenDMS21, author = {Shixiang Chen and Zengde Deng and Shiqian Ma and Anthony Man{-}Cho So}, title = {Manifold Proximal Point Algorithms for Dual Principal Component Pursuit and Orthogonal Dictionary Learning}, journal = {{IEEE} Trans. Signal Process.}, volume = {69}, pages = {4759--4773}, year = {2021}, url = {https://doi.org/10.1109/TSP.2021.3099643}, doi = {10.1109/TSP.2021.3099643}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tsp/ChenDMS21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/FuLSS21, author = {Zihao Fu and Wai Lam and Anthony Man{-}Cho So and Bei Shi}, title = {A Theoretical Analysis of the Repetition Problem in Text Generation}, booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI} 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9, 2021}, pages = {12848--12856}, publisher = {{AAAI} Press}, year = {2021}, url = {https://doi.org/10.1609/aaai.v35i14.17520}, doi = {10.1609/AAAI.V35I14.17520}, timestamp = {Mon, 04 Sep 2023 12:29:24 +0200}, biburl = {https://dblp.org/rec/conf/aaai/FuLSS21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/WangYLS21, author = {Xiaolu Wang and Chaorui Yao and Haoyu Lei and Anthony Man{-}Cho So}, title = {An Efficient Alternating Direction Method for Graph Learning from Smooth Signals}, booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2021, Toronto, ON, Canada, June 6-11, 2021}, pages = {5380--5384}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/ICASSP39728.2021.9414791}, doi = {10.1109/ICASSP39728.2021.9414791}, timestamp = {Fri, 09 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/WangYLS21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/WangDZS21, author = {Jinxin Wang and Zengde Deng and Taoli Zheng and Anthony Man{-}Cho So}, title = {Sparse High-Order Portfolios Via Proximal Dca And Sca}, booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2021, Toronto, ON, Canada, June 6-11, 2021}, pages = {5425--5429}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/ICASSP39728.2021.9414048}, doi = {10.1109/ICASSP39728.2021.9414048}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/WangDZS21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/WangLZS21, author = {Peng Wang and Huikang Liu and Zirui Zhou and Anthony Man{-}Cho So}, editor = {Marina Meila and Tong Zhang}, title = {Optimal Non-Convex Exact Recovery in Stochastic Block Model via Projected Power Method}, booktitle = {Proceedings of the 38th International Conference on Machine Learning, {ICML} 2021, 18-24 July 2021, Virtual Event}, series = {Proceedings of Machine Learning Research}, volume = {139}, pages = {10828--10838}, publisher = {{PMLR}}, year = {2021}, url = {http://proceedings.mlr.press/v139/wang21o.html}, timestamp = {Wed, 25 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/WangLZS21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2101-06907, author = {Sissi Xiaoxiao Wu and Sherry Xueying Ni and Jiaying Li and Anthony Man{-}Cho So}, title = {Quartic Perturbation-based Outage-constrained Robust Design in Two-hop One-way Relay Networks}, journal = {CoRR}, volume = {abs/2101.06907}, year = {2021}, url = {https://arxiv.org/abs/2101.06907}, eprinttype = {arXiv}, eprint = {2101.06907}, timestamp = {Tue, 26 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2101-06907.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2105-05458, author = {Xiaolu Wang and Yuen{-}Man Pun and Anthony Man{-}Cho So}, title = {Learning Graphs from Smooth Signals under Moment Uncertainty}, journal = {CoRR}, volume = {abs/2105.05458}, year = {2021}, url = {https://arxiv.org/abs/2105.05458}, eprinttype = {arXiv}, eprint = {2105.05458}, timestamp = {Tue, 18 May 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2105-05458.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2105-12062, author = {Kaiwen Zhou and Lai Tian and Anthony Man{-}Cho So and James Cheng}, title = {Practical Schemes for Finding Near-Stationary Points of Convex Finite-Sums}, journal = {CoRR}, volume = {abs/2105.12062}, year = {2021}, url = {https://arxiv.org/abs/2105.12062}, eprinttype = {arXiv}, eprint = {2105.12062}, timestamp = {Tue, 01 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2105-12062.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2109-15292, author = {Kaiwen Zhou and Anthony Man{-}Cho So and James Cheng}, title = {Accelerating Perturbed Stochastic Iterates in Asynchronous Lock-Free Optimization}, journal = {CoRR}, volume = {abs/2109.15292}, year = {2021}, url = {https://arxiv.org/abs/2109.15292}, eprinttype = {arXiv}, eprint = {2109.15292}, timestamp = {Mon, 04 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2109-15292.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2112-14204, author = {Sijin Chen and Xiwei Cheng and Anthony Man{-}Cho So}, title = {Non-Convex Joint Community Detection and Group Synchronization via Generalized Power Method}, journal = {CoRR}, volume = {abs/2112.14204}, year = {2021}, url = {https://arxiv.org/abs/2112.14204}, eprinttype = {arXiv}, eprint = {2112.14204}, timestamp = {Wed, 05 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2112-14204.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijmi/KuoCLMSTG20, author = {Yong{-}Hong Kuo and Nicholas B. Chan and Janny M. Y. Leung and Helen Meng and Anthony Man{-}Cho So and Kelvin Kam{-}fai Tsoi and Colin A. Graham}, title = {An Integrated Approach of Machine Learning and Systems Thinking for Waiting Time Prediction in an Emergency Department}, journal = {Int. J. Medical Informatics}, volume = {139}, pages = {104143}, year = {2020}, url = {https://doi.org/10.1016/j.ijmedinf.2020.104143}, doi = {10.1016/J.IJMEDINF.2020.104143}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijmi/KuoCLMSTG20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/siamjo/ChenMSZ20, author = {Shixiang Chen and Shiqian Ma and Anthony Man{-}Cho So and Tong Zhang}, title = {Proximal Gradient Method for Nonsmooth Optimization over the Stiefel Manifold}, journal = {{SIAM} J. Optim.}, volume = {30}, number = {1}, pages = {210--239}, year = {2020}, url = {https://doi.org/10.1137/18M122457X}, doi = {10.1137/18M122457X}, timestamp = {Mon, 17 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/siamjo/ChenMSZ20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/siamjo/LiZSV20, author = {Xiao Li and Zhihui Zhu and Anthony Man{-}Cho So and Ren{\'{e}} Vidal}, title = {Nonconvex Robust Low-Rank Matrix Recovery}, journal = {{SIAM} J. Optim.}, volume = {30}, number = {1}, pages = {660--686}, year = {2020}, url = {https://doi.org/10.1137/18M1224738}, doi = {10.1137/18M1224738}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/siamjo/LiZSV20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/spl/HuangPSY20, author = {Sen Huang and Yuen{-}Man Pun and Anthony Man{-}Cho So and Kehu Yang}, title = {A Provably Convergent Projected Gradient-Type Algorithm for TDOA-Based Geolocation Under the Quasi-Parabolic Ionosphere Model}, journal = {{IEEE} Signal Process. Lett.}, volume = {27}, pages = {1335--1339}, year = {2020}, url = {https://doi.org/10.1109/LSP.2020.3010676}, doi = {10.1109/LSP.2020.3010676}, timestamp = {Thu, 16 Sep 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/spl/HuangPSY20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/spm/SoJMS20, author = {Anthony Man{-}Cho So and Prateek Jain and Wing{-}Kin Ma and Gesualdo Scutari}, title = {Nonconvex Optimization for Signal Processing and Machine Learning [From the Guest Editors]}, journal = {{IEEE} Signal Process. Mag.}, volume = {37}, number = {5}, pages = {15--17}, year = {2020}, url = {https://doi.org/10.1109/MSP.2020.3004217}, doi = {10.1109/MSP.2020.3004217}, timestamp = {Wed, 01 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/spm/SoJMS20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/spm/LiSM20, author = {Jiajin Li and Anthony Man{-}Cho So and Wing{-}Kin Ma}, title = {Understanding Notions of Stationarity in Nonsmooth Optimization: {A} Guided Tour of Various Constructions of Subdifferential for Nonsmooth Functions}, journal = {{IEEE} Signal Process. Mag.}, volume = {37}, number = {5}, pages = {18--31}, year = {2020}, url = {https://doi.org/10.1109/MSP.2020.3003845}, doi = {10.1109/MSP.2020.3003845}, timestamp = {Tue, 06 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/spm/LiSM20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cdc/ZhangLS20, author = {Jiaojiao Zhang and Qing Ling and Anthony Man{-}Cho So}, title = {A Newton Tracking Algorithm with Exact Linear Convergence Rate for Decentralized Consensus Optimization}, booktitle = {59th {IEEE} Conference on Decision and Control, {CDC} 2020, Jeju Island, South Korea, December 14-18, 2020}, pages = {2317--2322}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/CDC42340.2020.9303887}, doi = {10.1109/CDC42340.2020.9303887}, timestamp = {Mon, 30 Oct 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cdc/ZhangLS20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cdc/PunS20, author = {Yuen{-}Man Pun and Anthony Man{-}Cho So}, title = {Dynamic Regret Bound for Moving Target Tracking Based on Online Time-of-Arrival Measurements}, booktitle = {59th {IEEE} Conference on Decision and Control, {CDC} 2020, Jeju Island, South Korea, December 14-18, 2020}, pages = {5968--5973}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/CDC42340.2020.9304257}, doi = {10.1109/CDC42340.2020.9304257}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cdc/PunS20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/DengS20, author = {Zengde Deng and Anthony Man{-}Cho So}, title = {A Fast Proximal Point Algorithm for Generalized Graph Laplacian Learning}, booktitle = {2020 {IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2020, Barcelona, Spain, May 4-8, 2020}, pages = {5425--5429}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/ICASSP40776.2020.9054185}, doi = {10.1109/ICASSP40776.2020.9054185}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/DengS20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/ZhangSL20, author = {Jiaojiao Zhang and Anthony Man{-}Cho So and Qing Ling}, title = {A Penalty Alternating Direction Method of Multipliers for Decentralized Composite Optimization}, booktitle = {2020 {IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2020, Barcelona, Spain, May 4-8, 2020}, pages = {5745--5749}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/ICASSP40776.2020.9053138}, doi = {10.1109/ICASSP40776.2020.9053138}, timestamp = {Mon, 30 Oct 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icassp/ZhangSL20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/DengYS20, author = {Zengde Deng and Man{-}Chung Yue and Anthony Man{-}Cho So}, title = {An Efficient Augmented Lagrangian-Based Method for Linear Equality-Constrained Lasso}, booktitle = {2020 {IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2020, Barcelona, Spain, May 4-8, 2020}, pages = {5760--5764}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/ICASSP40776.2020.9053722}, doi = {10.1109/ICASSP40776.2020.9053722}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/DengYS20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/WangZS20, author = {Peng Wang and Zirui Zhou and Anthony Man{-}Cho So}, title = {A Nearly-Linear Time Algorithm for Exact Community Recovery in Stochastic Block Model}, booktitle = {Proceedings of the 37th International Conference on Machine Learning, {ICML} 2020, 13-18 July 2020, Virtual Event}, series = {Proceedings of Machine Learning Research}, volume = {119}, pages = {10126--10135}, publisher = {{PMLR}}, year = {2020}, url = {http://proceedings.mlr.press/v119/wang20ac.html}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/WangZS20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icpr/LiuWLS20, author = {Huikang Liu and Xiaolu Wang and Jiajin Li and Anthony Man{-}Cho So}, title = {Low-Cost Lipschitz-Independent Adaptive Importance Sampling of Stochastic Gradients}, booktitle = {25th International Conference on Pattern Recognition, {ICPR} 2020, Virtual Event / Milan, Italy, January 10-15, 2021}, pages = {2150--2157}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/ICPR48806.2021.9413313}, doi = {10.1109/ICPR48806.2021.9413313}, timestamp = {Fri, 07 May 2021 08:42:33 +0200}, biburl = {https://dblp.org/rec/conf/icpr/LiuWLS20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/LiCS20, author = {Jiajin Li and Caihua Chen and Anthony Man{-}Cho So}, editor = {Hugo Larochelle and Marc'Aurelio Ranzato and Raia Hadsell and Maria{-}Florina Balcan and Hsuan{-}Tien Lin}, title = {Fast Epigraphical Projection-based Incremental Algorithms for Wasserstein Distributionally Robust Support Vector Machine}, booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual}, year = {2020}, url = {https://proceedings.neurips.cc/paper/2020/hash/2974788b53f73e7950e8aa49f3a306db-Abstract.html}, timestamp = {Tue, 19 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/LiCS20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/ZhouSC20, author = {Kaiwen Zhou and Anthony Man{-}Cho So and James Cheng}, editor = {Hugo Larochelle and Marc'Aurelio Ranzato and Raia Hadsell and Maria{-}Florina Balcan and Hsuan{-}Tien Lin}, title = {Boosting First-Order Methods by Shifting Objective: New Schemes with Faster Worst-Case Rates}, booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual}, year = {2020}, url = {https://proceedings.neurips.cc/paper/2020/hash/b096577e264d1ebd6b41041f392eec23-Abstract.html}, timestamp = {Tue, 19 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/ZhouSC20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2005-02356, author = {Shixiang Chen and Zengde Deng and Shiqian Ma and Anthony Man{-}Cho So}, title = {Manifold Proximal Point Algorithms for Dual Principal Component Pursuit and Orthogonal Dictionary Learning}, journal = {CoRR}, volume = {abs/2005.02356}, year = {2020}, url = {https://arxiv.org/abs/2005.02356}, eprinttype = {arXiv}, eprint = {2005.02356}, timestamp = {Sat, 23 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2005-02356.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2005-12061, author = {Kaiwen Zhou and Anthony Man{-}Cho So and James Cheng}, title = {Boosting First-order Methods by Shifting Objective: New Schemes with Faster Worst Case Rates}, journal = {CoRR}, volume = {abs/2005.12061}, year = {2020}, url = {https://arxiv.org/abs/2005.12061}, eprinttype = {arXiv}, eprint = {2005.12061}, timestamp = {Thu, 28 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2005-12061.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2006-14901, author = {Jiajin Li and Anthony Man{-}Cho So and Wing{-}Kin Ma}, title = {Understanding Notions of Stationarity in Non-Smooth Optimization}, journal = {CoRR}, volume = {abs/2006.14901}, year = {2020}, url = {https://arxiv.org/abs/2006.14901}, eprinttype = {arXiv}, eprint = {2006.14901}, timestamp = {Thu, 02 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2006-14901.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2009-07514, author = {Huikang Liu and Man{-}Chung Yue and Anthony Man{-}Cho So}, title = {A Unified Approach to Synchronization Problems over Subgroups of the Orthogonal Group}, journal = {CoRR}, volume = {abs/2009.07514}, year = {2020}, url = {https://arxiv.org/abs/2009.07514}, eprinttype = {arXiv}, eprint = {2009.07514}, timestamp = {Wed, 23 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2009-07514.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2010-12865, author = {Jiajin Li and Caihua Chen and Anthony Man{-}Cho So}, title = {Fast Epigraphical Projection-based Incremental Algorithms for Wasserstein Distributionally Robust Support Vector Machine}, journal = {CoRR}, volume = {abs/2010.12865}, year = {2020}, url = {https://arxiv.org/abs/2010.12865}, eprinttype = {arXiv}, eprint = {2010.12865}, timestamp = {Tue, 03 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2010-12865.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2012-14660, author = {Zihao Fu and Wai Lam and Anthony Man{-}Cho So and Bei Shi}, title = {A Theoretical Analysis of the Repetition Problem in Text Generation}, journal = {CoRR}, volume = {abs/2012.14660}, year = {2020}, url = {https://arxiv.org/abs/2012.14660}, eprinttype = {arXiv}, eprint = {2012.14660}, timestamp = {Fri, 08 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2012-14660.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mp/YueZS19, author = {Man{-}Chung Yue and Zirui Zhou and Anthony Man{-}Cho So}, title = {A family of inexact {SQA} methods for non-smooth convex minimization with provable convergence guarantees based on the Luo-Tseng error bound property}, journal = {Math. Program.}, volume = {174}, number = {1-2}, pages = {327--358}, year = {2019}, url = {https://doi.org/10.1007/s10107-018-1280-6}, doi = {10.1007/S10107-018-1280-6}, timestamp = {Fri, 12 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/mp/YueZS19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mp/LiuSW19, author = {Huikang Liu and Anthony Man{-}Cho So and Weijie Wu}, title = {Quadratic optimization with orthogonality constraint: explicit {\L}ojasiewicz exponent and linear convergence of retraction-based line-search and stochastic variance-reduced gradient methods}, journal = {Math. Program.}, volume = {178}, number = {1-2}, pages = {215--262}, year = {2019}, url = {https://doi.org/10.1007/s10107-018-1285-1}, doi = {10.1007/S10107-018-1285-1}, timestamp = {Thu, 07 Nov 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/mp/LiuSW19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/siamjo/YueZS19, author = {Man{-}Chung Yue and Zirui Zhou and Anthony Man{-}Cho So}, title = {On the Quadratic Convergence of the Cubic Regularization Method under a Local Error Bound Condition}, journal = {{SIAM} J. Optim.}, volume = {29}, number = {1}, pages = {904--932}, year = {2019}, url = {https://doi.org/10.1137/18M1167498}, doi = {10.1137/18M1167498}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/siamjo/YueZS19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tdsc/LaiCCS19, author = {Russell W. F. Lai and Kam{-}Fung Cheung and Sherman S. M. Chow and Anthony Man{-}Cho So}, title = {Another Look at Anonymous Communication}, journal = {{IEEE} Trans. Dependable Secur. Comput.}, volume = {16}, number = {5}, pages = {731--742}, year = {2019}, url = {https://doi.org/10.1109/TDSC.2018.2828002}, doi = {10.1109/TDSC.2018.2828002}, timestamp = {Thu, 09 Apr 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tdsc/LaiCCS19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsp/ShaoLMS19, author = {Mingjie Shao and Qiang Li and Wing{-}Kin Ma and Anthony Man{-}Cho So}, title = {A Framework for One-Bit and Constant-Envelope Precoding Over Multiuser Massive {MISO} Channels}, journal = {{IEEE} Trans. Signal Process.}, volume = {67}, number = {20}, pages = {5309--5324}, year = {2019}, url = {https://doi.org/10.1109/TSP.2019.2937280}, doi = {10.1109/TSP.2019.2937280}, timestamp = {Mon, 26 Oct 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tsp/ShaoLMS19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acssc/ChenDMS19, author = {Shixiang Chen and Zengde Deng and Shiqian Ma and Anthony Man{-}Cho So}, editor = {Michael B. Matthews}, title = {Manifold Proximal Point Algorithms for Dual Principal Component Pursuit and Orthogonal Dictionary Learning}, booktitle = {53rd Asilomar Conference on Signals, Systems, and Computers, {ACSCC} 2019, Pacific Grove, CA, USA, November 3-6, 2019}, pages = {259--263}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/IEEECONF44664.2019.9048840}, doi = {10.1109/IEEECONF44664.2019.9048840}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/acssc/ChenDMS19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/LiuWS19, author = {Huikang Liu and Peng Wang and Anthony Man{-}Cho So}, title = {Fast First-order Methods for the Massive Robust Multicast Beamforming Problem with Interference Temperature Constraints}, booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2019, Brighton, United Kingdom, May 12-17, 2019}, pages = {4744--4748}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/ICASSP.2019.8683524}, doi = {10.1109/ICASSP.2019.8683524}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/LiuWS19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/WangLS19, author = {Peng Wang and Huikang Liu and Anthony Man{-}Cho So}, title = {Globally Convergent Accelerated Proximal Alternating Maximization Method for L1-Principal Component Analysis}, booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2019, Brighton, United Kingdom, May 12-17, 2019}, pages = {8147--8151}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/ICASSP.2019.8682499}, doi = {10.1109/ICASSP.2019.8682499}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/WangLS19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/LiHS19, author = {Jiajin Li and Sen Huang and Anthony Man{-}Cho So}, editor = {Hanna M. Wallach and Hugo Larochelle and Alina Beygelzimer and Florence d'Alch{\'{e}}{-}Buc and Emily B. Fox and Roman Garnett}, title = {A First-Order Algorithmic Framework for Distributionally Robust Logistic Regression}, booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, December 8-14, 2019, Vancouver, BC, Canada}, pages = {3939--3949}, year = {2019}, url = {https://proceedings.neurips.cc/paper/2019/hash/169779d3852b32ce8b1a1724dbf5217d-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/LiHS19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1903-05006, author = {Zengde Deng and Anthony Man{-}Cho So}, title = {An Efficient Augmented Lagrangian Based Method for Constrained Lasso}, journal = {CoRR}, volume = {abs/1903.05006}, year = {2019}, url = {http://arxiv.org/abs/1903.05006}, eprinttype = {arXiv}, eprint = {1903.05006}, timestamp = {Tue, 02 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1903-05006.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1907-01385, author = {Yue Xu and Zengde Deng and Mengdi Wang and Wenjun Xu and Anthony Man{-}Cho So and Shuguang Cui}, title = {Voting-Based Multi-Agent Reinforcement Learning}, journal = {CoRR}, volume = {abs/1907.01385}, year = {2019}, url = {http://arxiv.org/abs/1907.01385}, eprinttype = {arXiv}, eprint = {1907.01385}, timestamp = {Mon, 16 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1907-01385.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1907-11687, author = {Xiao Li and Zhihui Zhu and Anthony Man{-}Cho So and Jason D. Lee}, title = {Incremental Methods for Weakly Convex Optimization}, journal = {CoRR}, volume = {abs/1907.11687}, year = {2019}, url = {http://arxiv.org/abs/1907.11687}, eprinttype = {arXiv}, eprint = {1907.11687}, timestamp = {Wed, 30 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1907-11687.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1910-12778, author = {Jiajin Li and Sen Huang and Anthony Man{-}Cho So}, title = {A First-Order Algorithmic Framework for Wasserstein Distributionally Robust Logistic Regression}, journal = {CoRR}, volume = {abs/1910.12778}, year = {2019}, url = {http://arxiv.org/abs/1910.12778}, eprinttype = {arXiv}, eprint = {1910.12778}, timestamp = {Thu, 31 Oct 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1910-12778.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1911-05047, author = {Xiao Li and Shixiang Chen and Zengde Deng and Qing Qu and Zhihui Zhu and Anthony Man{-}Cho So}, title = {Nonsmooth Optimization over Stiefel Manifold: Riemannian Subgradient Methods}, journal = {CoRR}, volume = {abs/1911.05047}, year = {2019}, url = {http://arxiv.org/abs/1911.05047}, eprinttype = {arXiv}, eprint = {1911.05047}, timestamp = {Fri, 29 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1911-05047.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/HuYLKS18, author = {Junjie Hu and Haiqin Yang and Michael R. Lyu and Irwin King and Anthony Man{-}Cho So}, title = {Online Nonlinear {AUC} Maximization for Imbalanced Data Sets}, journal = {{IEEE} Trans. Neural Networks Learn. Syst.}, volume = {29}, number = {4}, pages = {882--895}, year = {2018}, url = {https://doi.org/10.1109/TNNLS.2016.2610465}, doi = {10.1109/TNNLS.2016.2610465}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tnn/HuYLKS18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/WangHLSY18, author = {Ting Wang and Xueli Hong and Wen Liu and Anthony Man{-}Cho So and Kehu Yang}, title = {Geolocation of Unknown Emitters Using Tdoa of Path Rays Through the Ionosphere by Multiple Coordinated Distant Receivers}, booktitle = {2018 {IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2018, Calgary, AB, Canada, April 15-20, 2018}, pages = {3509--3513}, publisher = {{IEEE}}, year = {2018}, url = {https://doi.org/10.1109/ICASSP.2018.8462106}, doi = {10.1109/ICASSP.2018.8462106}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/WangHLSY18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/spawc/JiangLS18, author = {Rujun Jiang and Huikang Liu and Anthony Man{-}Cho So}, title = {{LPA-SD:} An Efficient First-Order Method for Single-Group Multicast Beamforming}, booktitle = {19th {IEEE} International Workshop on Signal Processing Advances in Wireless Communications, {SPAWC} 2018, Kalamata, Greece, June 25-28, 2018}, pages = {1--5}, publisher = {{IEEE}}, year = {2018}, url = {https://doi.org/10.1109/SPAWC.2018.8446006}, doi = {10.1109/SPAWC.2018.8446006}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/spawc/JiangLS18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/spawc/NiS18, author = {Sherry Xueying Ni and Anthony Man{-}Cho So}, title = {Mixed-Integer Semidefinite Relaxation of Joint Admission Control and Beamforming: An SOC-Based Outer Approximation Approach with Provable Guarantees}, booktitle = {19th {IEEE} International Workshop on Signal Processing Advances in Wireless Communications, {SPAWC} 2018, Kalamata, Greece, June 25-28, 2018}, pages = {1--5}, publisher = {{IEEE}}, year = {2018}, url = {https://doi.org/10.1109/SPAWC.2018.8446045}, doi = {10.1109/SPAWC.2018.8446045}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/spawc/NiS18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ssp/Shao0MS18, author = {Mingjie Shao and Qiang Li and Wing{-}Kin Ma and Anthony Man{-}Cho So}, title = {Minimum Symbol Error Rate-Based Constant Envelope Precoding for Multiuser Massive Miso Downlink}, booktitle = {2018 {IEEE} Statistical Signal Processing Workshop, {SSP} 2018, Freiburg im Breisgau, Germany, June 10-13, 2018}, pages = {727--731}, publisher = {{IEEE}}, year = {2018}, url = {https://doi.org/10.1109/SSP.2018.8450852}, doi = {10.1109/SSP.2018.8450852}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ssp/Shao0MS18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1804-08305, author = {Mingjie Shao and Qiang Li and Wing{-}Kin Ma and Anthony Man{-}Cho So}, title = {Minimum Symbol Error Rate-Based Constant Envelope Precoding for Multiuser Massive {MISO} Downlink}, journal = {CoRR}, volume = {abs/1804.08305}, year = {2018}, url = {http://arxiv.org/abs/1804.08305}, eprinttype = {arXiv}, eprint = {1804.08305}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1804-08305.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1809-09237, author = {Xiao Li and Zhihui Zhu and Anthony Man{-}Cho So and Ren{\'{e}} Vidal}, title = {Nonconvex Robust Low-rank Matrix Recovery}, journal = {CoRR}, volume = {abs/1809.09237}, year = {2018}, url = {http://arxiv.org/abs/1809.09237}, eprinttype = {arXiv}, eprint = {1809.09237}, timestamp = {Wed, 30 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1809-09237.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1810-03159, author = {Mingjie Shao and Qiang Li and Wing{-}Kin Ma and Anthony Man{-}Cho So}, title = {A Framework for One-Bit and Constant-Envelope Precoding over Multiuser Massive {MISO} Channels}, journal = {CoRR}, volume = {abs/1810.03159}, year = {2018}, url = {http://arxiv.org/abs/1810.03159}, eprinttype = {arXiv}, eprint = {1810.03159}, timestamp = {Tue, 02 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1810-03159.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mp/ZhouS17, author = {Zirui Zhou and Anthony Man{-}Cho So}, title = {A unified approach to error bounds for structured convex optimization problems}, journal = {Math. Program.}, volume = {165}, number = {2}, pages = {689--728}, year = {2017}, url = {https://doi.org/10.1007/s10107-016-1100-9}, doi = {10.1007/S10107-016-1100-9}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/mp/ZhouS17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/oms/SoZ17, author = {Anthony Man{-}Cho So and Zirui Zhou}, title = {Non-asymptotic convergence analysis of inexact gradient methods for machine learning without strong convexity}, journal = {Optim. Methods Softw.}, volume = {32}, number = {4}, pages = {963--992}, year = {2017}, url = {https://doi.org/10.1080/10556788.2017.1296439}, doi = {10.1080/10556788.2017.1296439}, timestamp = {Thu, 24 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/oms/SoZ17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/siamjo/LiuYS17, author = {Huikang Liu and Man{-}Chung Yue and Anthony Man{-}Cho So}, title = {On the Estimation Performance and Convergence Rate of the Generalized Power Method for Phase Synchronization}, journal = {{SIAM} J. Optim.}, volume = {27}, number = {4}, pages = {2426--2446}, year = {2017}, url = {https://doi.org/10.1137/16M110109X}, doi = {10.1137/16M110109X}, timestamp = {Mon, 08 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/siamjo/LiuYS17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsp/MaPSC17, author = {Wing{-}Kin Ma and Jiaxian Pan and Anthony Man{-}Cho So and Tsung{-}Hui Chang}, title = {Unraveling the Rank-One Solution Mystery of Robust {MISO} Downlink Transmit Optimization: {A} Verifiable Sufficient Condition via a New Duality Result}, journal = {{IEEE} Trans. Signal Process.}, volume = {65}, number = {7}, pages = {1909--1924}, year = {2017}, url = {https://doi.org/10.1109/TSP.2017.2649488}, doi = {10.1109/TSP.2017.2649488}, timestamp = {Tue, 10 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tsp/MaPSC17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsp/WuSPM17, author = {Sissi Xiaoxiao Wu and Anthony Man{-}Cho So and Jiaxian Pan and Wing{-}Kin Ma}, title = {Semidefinite Relaxation and Approximation Analysis of a Beamformed Alamouti Scheme for Relay Beamforming Networks}, journal = {{IEEE} Trans. Signal Process.}, volume = {65}, number = {9}, pages = {2428--2443}, year = {2017}, url = {https://doi.org/10.1109/TSP.2016.2633245}, doi = {10.1109/TSP.2016.2633245}, timestamp = {Tue, 10 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tsp/WuSPM17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsp/FuHHSS17, author = {Xiao Fu and Kejun Huang and Mingyi Hong and Nicholas D. Sidiropoulos and Anthony Man{-}Cho So}, title = {Scalable and Flexible Multiview {MAX-VAR} Canonical Correlation Analysis}, journal = {{IEEE} Trans. Signal Process.}, volume = {65}, number = {16}, pages = {4150--4165}, year = {2017}, url = {https://doi.org/10.1109/TSP.2017.2698365}, doi = {10.1109/TSP.2017.2698365}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tsp/FuHHSS17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/twc/GongWSH17, author = {Shimin Gong and Sissi Xiaoxiao Wu and Anthony Man{-}Cho So and Xiaoxia Huang}, title = {Distributionally Robust Collaborative Beamforming in {D2D} Relay Networks With Interference Constraints}, journal = {{IEEE} Trans. Wirel. Commun.}, volume = {16}, number = {8}, pages = {5048--5060}, year = {2017}, url = {https://doi.org/10.1109/TWC.2017.2705062}, doi = {10.1109/TWC.2017.2705062}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/twc/GongWSH17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/camsap/LiuPS17, author = {Huikang Liu and Yuen{-}Man Pun and Anthony Man{-}Cho So}, title = {Local strong convexity of maximum-likelihood TDOA-Based source localization and its algorithmic implications}, booktitle = {2017 {IEEE} 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, {CAMSAP} 2017, Cura{\c{c}}ao, The Netherlands, December 10-13, 2017}, pages = {1--5}, publisher = {{IEEE}}, year = {2017}, url = {https://doi.org/10.1109/CAMSAP.2017.8313119}, doi = {10.1109/CAMSAP.2017.8313119}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/camsap/LiuPS17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/ZhengHBSY17, author = {Naijun Zheng and Yuxuan He and Baoming Bai and Anthony Man{-}Cho So and Kehu Yang}, title = {{LDPC} code design for Gaussian multiple-access channels using dynamic {EXIT} chart analysis}, booktitle = {2017 {IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2017, New Orleans, LA, USA, March 5-9, 2017}, pages = {3679--3683}, publisher = {{IEEE}}, year = {2017}, url = {https://doi.org/10.1109/ICASSP.2017.7952843}, doi = {10.1109/ICASSP.2017.7952843}, timestamp = {Wed, 07 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icassp/ZhengHBSY17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/WuYSM17, author = {Sissi Xiaoxiao Wu and Man{-}Chung Yue and Anthony Man{-}Cho So and Wing{-}Kin Ma}, title = {{SDR} approximation bounds for the robust multicast beamforming problem with interference temperature constraints}, booktitle = {2017 {IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2017, New Orleans, LA, USA, March 5-9, 2017}, pages = {4054--4058}, publisher = {{IEEE}}, year = {2017}, url = {https://doi.org/10.1109/ICASSP.2017.7952918}, doi = {10.1109/ICASSP.2017.7952918}, timestamp = {Wed, 25 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/WuYSM17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/FuHHSS17, author = {Xiao Fu and Kejun Huang and Mingyi Hong and Nicholas D. Sidiropoulos and Anthony Man{-}Cho So}, title = {Scalable and flexible Max-Var generalized canonical correlation analysis via alternating optimization}, booktitle = {2017 {IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2017, New Orleans, LA, USA, March 5-9, 2017}, pages = {5855--5859}, publisher = {{IEEE}}, year = {2017}, url = {https://doi.org/10.1109/ICASSP.2017.7953279}, doi = {10.1109/ICASSP.2017.7953279}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/FuHHSS17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/spawc/LiuYSM17, author = {Huikang Liu and Man{-}Chung Yue and Anthony Man{-}Cho So and Wing{-}Kin Ma}, title = {A discrete first-order method for large-scale {MIMO} detection with provable guarantees}, booktitle = {18th {IEEE} International Workshop on Signal Processing Advances in Wireless Communications, {SPAWC} 2017, Sapporo, Japan, July 3-6, 2017}, pages = {1--5}, publisher = {{IEEE}}, year = {2017}, url = {https://doi.org/10.1109/SPAWC.2017.8227768}, doi = {10.1109/SPAWC.2017.8227768}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/spawc/LiuYSM17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ftopt/LemonSY16, author = {Alex Lemon and Anthony Man{-}Cho So and Yinyu Ye}, title = {Low-Rank Semidefinite Programming: Theory and Applications}, journal = {Found. Trends Optim.}, volume = {2}, number = {1-2}, pages = {1--156}, year = {2016}, url = {https://doi.org/10.1561/2400000009}, doi = {10.1561/2400000009}, timestamp = {Sun, 18 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ftopt/LemonSY16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/spl/YueWS16, author = {Man{-}Chung Yue and Sissi Xiaoxiao Wu and Anthony Man{-}Cho So}, title = {A Robust Design for {MISO} Physical-Layer Multicasting Over Line-of-Sight Channels}, journal = {{IEEE} Signal Process. Lett.}, volume = {23}, number = {7}, pages = {939--943}, year = {2016}, url = {https://doi.org/10.1109/LSP.2016.2569600}, doi = {10.1109/LSP.2016.2569600}, timestamp = {Wed, 25 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/spl/YueWS16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsp/WangSL16, author = {Gang Wang and Anthony Man{-}Cho So and Youming Li}, title = {Robust Convex Approximation Methods for TDOA-Based Localization Under {NLOS} Conditions}, journal = {{IEEE} Trans. Signal Process.}, volume = {64}, number = {13}, pages = {3281--3296}, year = {2016}, url = {https://doi.org/10.1109/TSP.2016.2539139}, doi = {10.1109/TSP.2016.2539139}, timestamp = {Tue, 10 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tsp/WangSL16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/twc/WuLSM16, author = {Sissi Xiaoxiao Wu and Qiang Li and Anthony Man{-}Cho So and Wing{-}Kin Ma}, title = {A Stochastic Beamformed Amplify-and-Forward Scheme in a Multigroup Multicast {MIMO} Relay Network With Per-Antenna Power Constraints}, journal = {{IEEE} Trans. Wirel. Commun.}, volume = {15}, number = {7}, pages = {4973--4986}, year = {2016}, url = {https://doi.org/10.1109/TWC.2016.2550028}, doi = {10.1109/TWC.2016.2550028}, timestamp = {Sun, 06 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/twc/WuLSM16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/globecom/GongSHWS16, author = {Shimin Gong and Yanyan Shen and Xiaoxia Huang and Sissi Xiaoxiao Wu and Anthony Man{-}Cho So}, title = {Robust Relay Beamforming in Device-to-Device Networks with Energy Harvesting Constraints}, booktitle = {2016 {IEEE} Global Communications Conference, {GLOBECOM} 2016, Washington, DC, USA, December 4-8, 2016}, pages = {1--6}, publisher = {{IEEE}}, year = {2016}, url = {https://doi.org/10.1109/GLOCOM.2016.7842233}, doi = {10.1109/GLOCOM.2016.7842233}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/globecom/GongSHWS16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/YangJS16, author = {Kehu Yang and Lizhong Jiang and Anthony Man{-}Cho So}, title = {A semidefinite relaxation approach to the geolocation of two unknown co-channel emitters by a cluster of formation-flying satellites using both {TDOA} and {FDOA} measurements}, booktitle = {2016 {IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2016, Shanghai, China, March 20-25, 2016}, pages = {2911--2915}, publisher = {{IEEE}}, year = {2016}, url = {https://doi.org/10.1109/ICASSP.2016.7472210}, doi = {10.1109/ICASSP.2016.7472210}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/YangJS16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/WuNS16, author = {Sissi Xiaoxiao Wu and Xueying Ni and Anthony Man{-}Cho So}, title = {A polynomial optimization approach for robust beamforming design in a device-to-device two-hop one-way relay network}, booktitle = {2016 {IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2016, Shanghai, China, March 20-25, 2016}, pages = {3841--3845}, publisher = {{IEEE}}, year = {2016}, url = {https://doi.org/10.1109/ICASSP.2016.7472396}, doi = {10.1109/ICASSP.2016.7472396}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/WuNS16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/LiuWS16, author = {Huikang Liu and Weijie Wu and Anthony Man{-}Cho So}, editor = {Maria{-}Florina Balcan and Kilian Q. Weinberger}, title = {Quadratic Optimization with Orthogonality Constraints: Explicit Lojasiewicz Exponent and Linear Convergence of Line-Search Methods}, booktitle = {Proceedings of the 33nd International Conference on Machine Learning, {ICML} 2016, New York City, NY, USA, June 19-24, 2016}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {48}, pages = {1158--1167}, publisher = {JMLR.org}, year = {2016}, url = {http://proceedings.mlr.press/v48/liue16.html}, timestamp = {Wed, 29 May 2019 08:41:46 +0200}, biburl = {https://dblp.org/rec/conf/icml/LiuWS16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mswim/GongWSH16, author = {Shimin Gong and Sissi Xiaoxiao Wu and Anthony Man{-}Cho So and Xiaoxia Huang}, editor = {Albert Y. Zomaya and Geyong Min and Antonio A. F. Loureiro}, title = {Distributionally Robust Relay Beamforming in Wireless Communications}, booktitle = {Proceedings of the 19th {ACM} International Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems, MSWiM 2016, Malta, November 13-17, 2016}, pages = {254--261}, publisher = {{ACM}}, year = {2016}, url = {https://doi.org/10.1145/2988287.2989137}, doi = {10.1145/2988287.2989137}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mswim/GongWSH16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mycrypt/LaiCCS16, author = {Russell W. F. Lai and Henry K. F. Cheung and Sherman S. M. Chow and Anthony Man{-}Cho So}, editor = {Raphael C.{-}W. Phan and Moti Yung}, title = {Another Look at Anonymous Communication - Security and Modular Constructions}, booktitle = {Paradigms in Cryptology - Mycrypt 2016. Malicious and Exploratory Cryptology - Second International Conference, Mycrypt 2016, Kuala Lumpur, Malaysia, December 1-2, 2016, Revised Selected Papers}, series = {Lecture Notes in Computer Science}, volume = {10311}, pages = {56--82}, publisher = {Springer}, year = {2016}, url = {https://doi.org/10.1007/978-3-319-61273-7\_4}, doi = {10.1007/978-3-319-61273-7\_4}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mycrypt/LaiCCS16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/MaPSC16, author = {Wing{-}Kin Ma and Jiaxian Pan and Anthony Man{-}Cho So and Tsung{-}Hui Chang}, title = {Unraveling the Rank-One Solution Mystery of Robust {MISO} Downlink Transmit Optimization: {A} Verifiable Sufficient Condition via a New Duality Result}, journal = {CoRR}, volume = {abs/1602.01569}, year = {2016}, url = {http://arxiv.org/abs/1602.01569}, eprinttype = {arXiv}, eprint = {1602.01569}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/MaPSC16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/WuSPM16, author = {Sissi Xiaoxiao Wu and Anthony Man{-}Cho So and Jiaxian Pan and Wing{-}Kin Ma}, title = {Some Proof Derivations and Further Simulation Results for "Semidefinite Relaxation and Approximation Analysis of a Beamformed Alamouti Scheme for Relay Beamforming Networks"}, journal = {CoRR}, volume = {abs/1602.06500}, year = {2016}, url = {http://arxiv.org/abs/1602.06500}, eprinttype = {arXiv}, eprint = {1602.06500}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/WuSPM16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/WuSPM16a, author = {Sissi Xiaoxiao Wu and Anthony Man{-}Cho So and Jiaxian Pan and Wing{-}Kin Ma}, title = {Semidefinite Relaxation and Approximation Analysis of a Beamformed Alamouti Scheme for Relay Beamforming Networks}, journal = {CoRR}, volume = {abs/1603.05680}, year = {2016}, url = {http://arxiv.org/abs/1603.05680}, eprinttype = {arXiv}, eprint = {1603.05680}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/WuSPM16a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/spl/WuLSM15, author = {Sissi Xiaoxiao Wu and Qiang Li and Anthony Man{-}Cho So and Wing{-}Kin Ma}, title = {Rank-Two Beamforming and Stochastic Beamforming for {MISO} Physical-Layer Multicasting with Finite-Alphabet Inputs}, journal = {{IEEE} Signal Process. Lett.}, volume = {22}, number = {10}, pages = {1614--1618}, year = {2015}, url = {https://doi.org/10.1109/LSP.2015.2416258}, doi = {10.1109/LSP.2015.2416258}, timestamp = {Fri, 02 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/spl/WuLSM15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/HuYKLS15, author = {Junjie Hu and Haiqin Yang and Irwin King and Michael R. Lyu and Anthony Man{-}Cho So}, editor = {Blai Bonet and Sven Koenig}, title = {Kernelized Online Imbalanced Learning with Fixed Budgets}, booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence, January 25-30, 2015, Austin, Texas, {USA}}, pages = {2666--2672}, publisher = {{AAAI} Press}, year = {2015}, url = {https://doi.org/10.1609/aaai.v29i1.9587}, doi = {10.1609/AAAI.V29I1.9587}, timestamp = {Mon, 18 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/HuYKLS15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/WuSM15, author = {Sissi Xiaoxiao Wu and Anthony Man{-}Cho So and Wing{-}Kin Ma}, title = {A beamformed alamouti amplify-and-forward scheme in multigroup multicast cloud-relay networks}, booktitle = {2015 {IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2015, South Brisbane, Queensland, Australia, April 19-24, 2015}, pages = {3088--3092}, publisher = {{IEEE}}, year = {2015}, url = {https://doi.org/10.1109/ICASSP.2015.7178539}, doi = {10.1109/ICASSP.2015.7178539}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/WuSM15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/ZhouZS15, author = {Zirui Zhou and Qi Zhang and Anthony Man{-}Cho So}, editor = {Francis R. Bach and David M. Blei}, title = {{\textbackslash}({\textbackslash}ell{\_}\{1, p\}{\textbackslash})-Norm Regularization: Error Bounds and Convergence Rate Analysis of First-Order Methods}, booktitle = {Proceedings of the 32nd International Conference on Machine Learning, {ICML} 2015, Lille, France, 6-11 July 2015}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {37}, pages = {1501--1510}, publisher = {JMLR.org}, year = {2015}, url = {http://proceedings.mlr.press/v37/zhoub15.html}, timestamp = {Wed, 29 May 2019 08:41:45 +0200}, biburl = {https://dblp.org/rec/conf/icml/ZhouZS15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/spawc/WuLMS15, author = {Sissi Xiaoxiao Wu and Qiang Li and Wing{-}Kin Ma and Anthony Man{-}Cho So}, title = {Stochastic amplify-and-forward schemes for multigroup multicast transmission in a distributed relay network}, booktitle = {16th {IEEE} International Workshop on Signal Processing Advances in Wireless Communications, {SPAWC} 2015, Stockholm, Sweden, June 28 - July 1, 2015}, pages = {545--549}, publisher = {{IEEE}}, year = {2015}, url = {https://doi.org/10.1109/SPAWC.2015.7227097}, doi = {10.1109/SPAWC.2015.7227097}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/spawc/WuLMS15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/LiuWS15a, author = {Huikang Liu and Weijie Wu and Anthony Man{-}Cho So}, title = {Quadratic Optimization with Orthogonality Constraints: Explicit Lojasiewicz Exponent and Linear Convergence of Line-Search Methods}, journal = {CoRR}, volume = {abs/1510.01025}, year = {2015}, url = {http://arxiv.org/abs/1510.01025}, eprinttype = {arXiv}, eprint = {1510.01025}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/LiuWS15a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/WuLSM15, author = {Sissi Xiaoxiao Wu and Qiang Li and Anthony Man{-}Cho So and Wing{-}Kin Ma}, title = {A Stochastic Beamformed Amplify-and-Forward Scheme in a Multigroup Multicast {MIMO} Relay Network with Per-Antenna Power Constraints}, journal = {CoRR}, volume = {abs/1510.02448}, year = {2015}, url = {http://arxiv.org/abs/1510.02448}, eprinttype = {arXiv}, eprint = {1510.02448}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/WuLSM15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/YueWS15, author = {Man{-}Chung Yue and Sissi Xiaoxiao Wu and Anthony Man{-}Cho So}, title = {A Robust Design for {MISO} Physical-Layer Multicasting over Line-of-Sight Channels}, journal = {CoRR}, volume = {abs/1511.04244}, year = {2015}, url = {http://arxiv.org/abs/1511.04244}, eprinttype = {arXiv}, eprint = {1511.04244}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/YueWS15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/ZhouS15a, author = {Zirui Zhou and Anthony Man{-}Cho So}, title = {A Unified Approach to Error Bounds for Structured Convex Optimization Problems}, journal = {CoRR}, volume = {abs/1512.03518}, year = {2015}, url = {http://arxiv.org/abs/1512.03518}, eprinttype = {arXiv}, eprint = {1512.03518}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/ZhouS15a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mor/HouS14, author = {Ke Hou and Anthony Man{-}Cho So}, title = {Hardness and Approximation Results for \emph{L\({}_{\mbox{p}}\)}-Ball Constrained Homogeneous Polynomial Optimization Problems}, journal = {Math. Oper. Res.}, volume = {39}, number = {4}, pages = {1084--1108}, year = {2014}, url = {https://doi.org/10.1287/moor.2014.0644}, doi = {10.1287/MOOR.2014.0644}, timestamp = {Fri, 30 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/mor/HouS14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/spl/LiMS14, author = {Qiang Li and Wing{-}Kin Ma and Anthony Man{-}Cho So}, title = {A Safe Approximation Approach to Secrecy Outage Design for {MIMO} Wiretap Channels}, journal = {{IEEE} Signal Process. Lett.}, volume = {21}, number = {1}, pages = {118--121}, year = {2014}, url = {https://doi.org/10.1109/LSP.2013.2293884}, doi = {10.1109/LSP.2013.2293884}, timestamp = {Fri, 02 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/spl/LiMS14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsp/WangSCMC14, author = {Kun{-}Yu Wang and Anthony Man{-}Cho So and Tsung{-}Hui Chang and Wing{-}Kin Ma and Chong{-}Yung Chi}, title = {Outage Constrained Robust Transmit Optimization for Multiuser {MISO} Downlinks: Tractable Approximations by Conic Optimization}, journal = {{IEEE} Trans. Signal Process.}, volume = {62}, number = {21}, pages = {5690--5705}, year = {2014}, url = {https://doi.org/10.1109/tsp.2014.2354312}, doi = {10.1109/TSP.2014.2354312}, timestamp = {Sat, 09 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tsp/WangSCMC14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cikm/XuLLZCS14, author = {Yinqing Xu and Tianyi Lin and Wai Lam and Zirui Zhou and Hong Cheng and Anthony Man{-}Cho So}, editor = {Jianzhong Li and Xiaoyang Sean Wang and Minos N. Garofalakis and Ian Soboroff and Torsten Suel and Min Wang}, title = {Latent Aspect Mining via Exploring Sparsity and Intrinsic Information}, booktitle = {Proceedings of the 23rd {ACM} International Conference on Conference on Information and Knowledge Management, {CIKM} 2014, Shanghai, China, November 3-7, 2014}, pages = {879--888}, publisher = {{ACM}}, year = {2014}, url = {https://doi.org/10.1145/2661829.2662062}, doi = {10.1145/2661829.2662062}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cikm/XuLLZCS14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/LiMS14, author = {Qiang Li and Wing{-}Kin Ma and Anthony Man{-}Cho So}, title = {Robust artificial noise-aided transmit optimization for achieving secrecy and energy harvesting}, booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2014, Florence, Italy, May 4-9, 2014}, pages = {1596--1600}, publisher = {{IEEE}}, year = {2014}, url = {https://doi.org/10.1109/ICASSP.2014.6853867}, doi = {10.1109/ICASSP.2014.6853867}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/LiMS14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/MaSY14, author = {Shuai Ma and Anthony Man{-}Cho So and Kehu Yang}, title = {Robust beamforming in two-way relay networks: Quartically perturbed chance constrained formulation and tractable approximation}, booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2014, Florence, Italy, May 4-9, 2014}, pages = {2734--2738}, publisher = {{IEEE}}, year = {2014}, url = {https://doi.org/10.1109/ICASSP.2014.6854097}, doi = {10.1109/ICASSP.2014.6854097}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/MaSY14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/LiSM14, author = {Qiang Li and Anthony Man{-}Cho So and Wing{-}Kin Ma}, title = {Distributionally robust chance-constrained transmit beamforming for multiuser {MISO} downlink}, booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2014, Florence, Italy, May 4-9, 2014}, pages = {3479--3483}, publisher = {{IEEE}}, year = {2014}, url = {https://doi.org/10.1109/ICASSP.2014.6854247}, doi = {10.1109/ICASSP.2014.6854247}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/LiSM14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/WuLMS14, author = {Sissi Xiaoxiao Wu and Qiang Li and Wing{-}Kin Ma and Anthony Man{-}Cho So}, title = {Robust transmit designs for an energy harvesting multicast system}, booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2014, Florence, Italy, May 4-9, 2014}, pages = {4748--4752}, publisher = {{IEEE}}, year = {2014}, url = {https://doi.org/10.1109/ICASSP.2014.6854503}, doi = {10.1109/ICASSP.2014.6854503}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/WuLMS14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jsac/SoZ13, author = {Anthony Man{-}Cho So and Ying Jun (Angela) Zhang}, title = {Distributionally Robust Slow Adaptive {OFDMA} with Soft QoS via Linear Programming}, journal = {{IEEE} J. Sel. Areas Commun.}, volume = {31}, number = {5}, pages = {947--958}, year = {2013}, url = {https://doi.org/10.1109/JSAC.2013.130513}, doi = {10.1109/JSAC.2013.130513}, timestamp = {Thu, 02 Apr 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jsac/SoZ13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsp/WuMS13, author = {Sissi Xiaoxiao Wu and Wing{-}Kin Ma and Anthony Man{-}Cho So}, title = {Physical-Layer Multicasting by Stochastic Transmit Beamforming and Alamouti Space-Time Coding}, journal = {{IEEE} Trans. Signal Process.}, volume = {61}, number = {17}, pages = {4230--4245}, year = {2013}, url = {https://doi.org/10.1109/TSP.2013.2263500}, doi = {10.1109/TSP.2013.2263500}, timestamp = {Tue, 10 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tsp/WuMS13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/JiWSM13, author = {Senshan Ji and Sissi Xiaoxiao Wu and Anthony Man{-}Cho So and Wing{-}Kin Ma}, title = {Multi-group multicast beamforming in cognitive radio networks via rank-two transmit beamformed Alamouti space-time coding}, booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2013, Vancouver, BC, Canada, May 26-31, 2013}, pages = {4409--4413}, publisher = {{IEEE}}, year = {2013}, url = {https://doi.org/10.1109/ICASSP.2013.6638493}, doi = {10.1109/ICASSP.2013.6638493}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/JiWSM13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/infocom/JiSZSY13, author = {Senshan Ji and Kam{-}Fung Sze and Zirui Zhou and Anthony Man{-}Cho So and Yinyu Ye}, title = {Beyond convex relaxation: {A} polynomial-time non-convex optimization approach to network localization}, booktitle = {Proceedings of the {IEEE} {INFOCOM} 2013, Turin, Italy, April 14-19, 2013}, pages = {2499--2507}, publisher = {{IEEE}}, year = {2013}, url = {https://doi.org/10.1109/INFCOM.2013.6567056}, doi = {10.1109/INFCOM.2013.6567056}, timestamp = {Sun, 18 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/infocom/JiSZSY13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/HouZSL13, author = {Ke Hou and Zirui Zhou and Anthony Man{-}Cho So and Zhi{-}Quan Luo}, editor = {Christopher J. C. Burges and L{\'{e}}on Bottou and Zoubin Ghahramani and Kilian Q. Weinberger}, title = {On the Linear Convergence of the Proximal Gradient Method for Trace Norm Regularization}, booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States}, pages = {710--718}, year = {2013}, url = {https://proceedings.neurips.cc/paper/2013/hash/41ae36ecb9b3eee609d05b90c14222fb-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/HouZSL13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1305-1427, author = {Xiaoxiao Wu and Wing{-}Kin Ma and Anthony Man{-}Cho So}, title = {Achievable Rate Derivations and Further Simulation Results for "Physical-Layer Multicasting by Stochastic Transmit Beamforming and Alamouti Space-Time Coding"}, journal = {CoRR}, volume = {abs/1305.1427}, year = {2013}, url = {http://arxiv.org/abs/1305.1427}, eprinttype = {arXiv}, eprint = {1305.1427}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1305-1427.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1305-2123, author = {Xiaoxiao Wu and Wing{-}Kin Ma and Anthony Man{-}Cho So}, title = {Physical-Layer Multicasting by Stochastic Transmit Beamforming and Alamouti Space-Time Coding}, journal = {CoRR}, volume = {abs/1305.2123}, year = {2013}, url = {http://arxiv.org/abs/1305.2123}, eprinttype = {arXiv}, eprint = {1305.2123}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1305-2123.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/So13, author = {Anthony Man{-}Cho So}, title = {Non-Asymptotic Convergence Analysis of Inexact Gradient Methods for Machine Learning Without Strong Convexity}, journal = {CoRR}, volume = {abs/1309.0113}, year = {2013}, url = {http://arxiv.org/abs/1309.0113}, eprinttype = {arXiv}, eprint = {1309.0113}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/So13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/siamjo/CheungSW12, author = {Sin{-}Shuen Cheung and Anthony Man{-}Cho So and Kuncheng Wang}, title = {Linear Matrix Inequalities with Stochastically Dependent Perturbations and Applications to Chance-Constrained Semidefinite Optimization}, journal = {{SIAM} J. Optim.}, volume = {22}, number = {4}, pages = {1394--1430}, year = {2012}, url = {https://doi.org/10.1137/110822906}, doi = {10.1137/110822906}, timestamp = {Mon, 08 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/siamjo/CheungSW12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/WuSM12, author = {Xiaoxiao Wu and Anthony Man{-}Cho So and Wing{-}Kin Ma}, title = {Rank-two transmit beamformed Alamouti space-time coding for physical-layer multicasting}, booktitle = {2012 {IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2012, Kyoto, Japan, March 25-30, 2012}, pages = {2793--2796}, publisher = {{IEEE}}, year = {2012}, url = {https://doi.org/10.1109/ICASSP.2012.6288497}, doi = {10.1109/ICASSP.2012.6288497}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/WuSM12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/WuLSWC12, author = {Xiao{-}Ming Wu and Zhenguo Li and Anthony Man{-}Cho So and John Wright and Shih{-}Fu Chang}, editor = {Peter L. Bartlett and Fernando C. N. Pereira and Christopher J. C. Burges and L{\'{e}}on Bottou and Kilian Q. Weinberger}, title = {Learning with Partially Absorbing Random Walks}, booktitle = {Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States}, pages = {3086--3094}, year = {2012}, url = {https://proceedings.neurips.cc/paper/2012/hash/512c5cad6c37edb98ae91c8a76c3a291-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/WuLSWC12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1209-0377, author = {Man{-}Chung Yue and Anthony Man{-}Cho So}, title = {A Perturbation Inequality for the Schatten-{\textdollar}p{\textdollar} Quasi-Norm and Its Applications to Low-Rank Matrix Recovery}, journal = {CoRR}, volume = {abs/1209.0377}, year = {2012}, url = {http://arxiv.org/abs/1209.0377}, eprinttype = {arXiv}, eprint = {1209.0377}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1209-0377.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jsac/ZhangS11, author = {Ying Jun Zhang and Anthony Man{-}Cho So}, title = {Optimal Spectrum Sharing in {MIMO} Cognitive Radio Networks via Semidefinite Programming}, journal = {{IEEE} J. Sel. Areas Commun.}, volume = {29}, number = {2}, pages = {362--373}, year = {2011}, url = {https://doi.org/10.1109/JSAC.2011.110209}, doi = {10.1109/JSAC.2011.110209}, timestamp = {Thu, 02 Apr 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jsac/ZhangS11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mp/So11, author = {Anthony Man{-}Cho So}, title = {Deterministic approximation algorithms for sphere constrained homogeneous polynomial optimization problems}, journal = {Math. Program.}, volume = {129}, number = {2}, pages = {357--382}, year = {2011}, url = {https://doi.org/10.1007/s10107-011-0464-0}, doi = {10.1007/S10107-011-0464-0}, timestamp = {Fri, 30 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/mp/So11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mp/So11a, author = {Anthony Man{-}Cho So}, title = {Moment inequalities for sums of random matrices and their applications in optimization}, journal = {Math. Program.}, volume = {130}, number = {1}, pages = {125--151}, year = {2011}, url = {https://doi.org/10.1007/s10107-009-0330-5}, doi = {10.1007/S10107-009-0330-5}, timestamp = {Fri, 30 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/mp/So11a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acssc/LiMS11, author = {Qiang Li and Wing{-}Kin Ma and Anthony Man{-}Cho So}, editor = {Michael B. Matthews}, title = {Safe convex approximation to outage-based {MISO} secrecy rate optimization under imperfect {CSI} and with artificial noise}, booktitle = {Conference Record of the Forty Fifth Asilomar Conference on Signals, Systems and Computers, {ACSCC} 2011, Pacific Grove, CA, USA, November 6-9, 2011}, pages = {207--211}, publisher = {{IEEE}}, year = {2011}, url = {https://doi.org/10.1109/ACSSC.2011.6189986}, doi = {10.1109/ACSSC.2011.6189986}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/acssc/LiMS11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/WangCMSC11, author = {Kun{-}Yu Wang and Tsung{-}Hui Chang and Wing{-}Kin Ma and Anthony Man{-}Cho So and Chong{-}Yung Chi}, title = {Probabilistic {SINR} constrained robust transmit beamforming: {A} Bernstein-type inequality based conservative approach}, booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech, and Signal Processing, {ICASSP} 2011, May 22-27, 2011, Prague Congress Center, Prague, Czech Republic}, pages = {3080--3083}, publisher = {{IEEE}}, year = {2011}, url = {https://doi.org/10.1109/ICASSP.2011.5946309}, doi = {10.1109/ICASSP.2011.5946309}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/WangCMSC11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/WaiMS11, author = {Hoi{-}To Wai and Wing{-}Kin Ma and Anthony Man{-}Cho So}, title = {Cheap semidefinite relaxation {MIMO} detection using row-by-row block coordinate descent}, booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech, and Signal Processing, {ICASSP} 2011, May 22-27, 2011, Prague Congress Center, Prague, Czech Republic}, pages = {3256--3259}, publisher = {{IEEE}}, year = {2011}, url = {https://doi.org/10.1109/ICASSP.2011.5946716}, doi = {10.1109/ICASSP.2011.5946716}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/WaiMS11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1108-0982, author = {Kun{-}Yu Wang and Anthony Man{-}Cho So and Tsung{-}Hui Chang and Wing{-}Kin Ma and Chong{-}Yung Chi}, title = {Outage Constrained Robust Transmit Optimization for Multiuser {MISO} Downlinks: Tractable Approximations by Conic Optimization}, journal = {CoRR}, volume = {abs/1108.0982}, year = {2011}, url = {http://arxiv.org/abs/1108.0982}, eprinttype = {arXiv}, eprint = {1108.0982}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1108-0982.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/siamjo/ZhuSY10, author = {Zhisu Zhu and Anthony Man{-}Cho So and Yinyu Ye}, title = {Universal Rigidity and Edge Sparsification for Sensor Network Localization}, journal = {{SIAM} J. Optim.}, volume = {20}, number = {6}, pages = {3059--3081}, year = {2010}, url = {https://doi.org/10.1137/090772009}, doi = {10.1137/090772009}, timestamp = {Sun, 18 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/siamjo/ZhuSY10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/spm/LuoMSYZ10, author = {Zhi{-}Quan Luo and Wing{-}Kin Ma and Anthony Man{-}Cho So and Yinyu Ye and Shuzhong Zhang}, title = {Semidefinite Relaxation of Quadratic Optimization Problems}, journal = {{IEEE} Signal Process. Mag.}, volume = {27}, number = {3}, pages = {20--34}, year = {2010}, url = {https://doi.org/10.1109/MSP.2010.936019}, doi = {10.1109/MSP.2010.936019}, timestamp = {Sun, 18 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/spm/LuoMSYZ10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsp/LiZSW10, author = {William Weiliang Li and Ying Jun Zhang and Anthony Man{-}Cho So and Moe Z. Win}, title = {Slow adaptive {OFDMA} systems through chance constrained programming}, journal = {{IEEE} Trans. Signal Process.}, volume = {58}, number = {7}, pages = {3858--3869}, year = {2010}, url = {https://doi.org/10.1109/TSP.2010.2046434}, doi = {10.1109/TSP.2010.2046434}, timestamp = {Tue, 10 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tsp/LiZSW10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/infocom/ZhuSY10, author = {Zhisu Zhu and Anthony Man{-}Cho So and Yinyu Ye}, title = {Universal Rigidity: Towards Accurate and Efficient Localization of Wireless Networks}, booktitle = {{INFOCOM} 2010. 29th {IEEE} International Conference on Computer Communications, Joint Conference of the {IEEE} Computer and Communications Societies, 15-19 March 2010, San Diego, CA, {USA}}, pages = {2312--2320}, publisher = {{IEEE}}, year = {2010}, url = {https://doi.org/10.1109/INFCOM.2010.5462057}, doi = {10.1109/INFCOM.2010.5462057}, timestamp = {Sun, 18 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/infocom/ZhuSY10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/soda/So10, author = {Anthony Man{-}Cho So}, editor = {Moses Charikar}, title = {Probabilistic Analysis of the Semidefinite Relaxation Detector in Digital Communications}, booktitle = {Proceedings of the Twenty-First Annual {ACM-SIAM} Symposium on Discrete Algorithms, {SODA} 2010, Austin, Texas, USA, January 17-19, 2010}, pages = {698--711}, publisher = {{SIAM}}, year = {2010}, url = {https://doi.org/10.1137/1.9781611973075.57}, doi = {10.1137/1.9781611973075.57}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/soda/So10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:books/cu/10/SoY10, author = {Anthony Man{-}Cho So and Yinyu Ye}, editor = {Daniel P. Palomar and Yonina C. Eldar}, title = {Probabilistic analysis of {SDR} detectors for {MIMO} systems}, booktitle = {Convex Optimization in Signal Processing and Communications}, pages = {166--191}, publisher = {Cambridge University Press}, year = {2010}, timestamp = {Sun, 18 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/books/cu/10/SoY10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1006-4225, author = {Ying Jun Zhang and Anthony Man{-}Cho So}, title = {Optimal Spectrum Sharing in {MIMO} Cognitive Radio Networks via Semidefinite Programming}, journal = {CoRR}, volume = {abs/1006.4225}, year = {2010}, url = {http://arxiv.org/abs/1006.4225}, eprinttype = {arXiv}, eprint = {1006.4225}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1006-4225.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1006-4406, author = {William Weiliang Li and Ying Jun Zhang and Anthony Man{-}Cho So and Moe Z. Win}, title = {Slow Adaptive {OFDMA} Systems Through Chance Constrained Programming}, journal = {CoRR}, volume = {abs/1006.4406}, year = {2010}, url = {http://arxiv.org/abs/1006.4406}, eprinttype = {arXiv}, eprint = {1006.4406}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1006-4406.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mor/SoZY09, author = {Anthony Man{-}Cho So and Jiawei Zhang and Yinyu Ye}, title = {Stochastic Combinatorial Optimization with Controllable Risk Aversion Level}, journal = {Math. Oper. Res.}, volume = {34}, number = {3}, pages = {522--537}, year = {2009}, url = {https://doi.org/10.1287/moor.1090.0390}, doi = {10.1287/MOOR.1090.0390}, timestamp = {Thu, 12 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/mor/SoZY09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/So09, author = {Anthony Man{-}Cho So}, title = {On the performance of semidefinite relaxation {MIMO} detectors for {QAM} constellations}, booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech, and Signal Processing, {ICASSP} 2009, 19-24 April 2009, Taipei, Taiwan}, pages = {2449--2452}, publisher = {{IEEE}}, year = {2009}, url = {https://doi.org/10.1109/ICASSP.2009.4960117}, doi = {10.1109/ICASSP.2009.4960117}, timestamp = {Thu, 23 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icassp/So09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/WuSLL09, author = {Xiao{-}Ming Wu and Anthony Man{-}Cho So and Zhenguo Li and Shuo{-}Yen Robert Li}, editor = {Yoshua Bengio and Dale Schuurmans and John D. Lafferty and Christopher K. I. Williams and Aron Culotta}, title = {Fast Graph Laplacian Regularized Kernel Learning via Semidefinite-Quadratic-Linear Programming}, booktitle = {Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, Vancouver, British Columbia, Canada}, pages = {1964--1972}, publisher = {Curran Associates, Inc.}, year = {2009}, url = {https://proceedings.neurips.cc/paper/2009/hash/96ea64f3a1aa2fd00c72faacf0cb8ac9-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/WuSLL09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/soda/So09, author = {Anthony Man{-}Cho So}, editor = {Claire Mathieu}, title = {Improved approximation bound for quadratic optimization problems with orthogonality constraints}, booktitle = {Proceedings of the Twentieth Annual {ACM-SIAM} Symposium on Discrete Algorithms, {SODA} 2009, New York, NY, USA, January 4-6, 2009}, pages = {1201--1209}, publisher = {{SIAM}}, year = {2009}, url = {https://doi.org/10.1137/1.9781611973068.130}, doi = {10.1137/1.9781611973068.130}, timestamp = {Mon, 12 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/soda/So09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:reference/opt/SoY09, author = {Anthony Man{-}Cho So and Yinyu Ye}, editor = {Christodoulos A. Floudas and Panos M. Pardalos}, title = {Graph Realization via Semidefinite Programming}, booktitle = {Encyclopedia of Optimization, Second Edition}, pages = {1453--1460}, publisher = {Springer}, year = {2009}, url = {https://doi.org/10.1007/978-0-387-74759-0\_255}, doi = {10.1007/978-0-387-74759-0\_255}, timestamp = {Sun, 18 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/reference/opt/SoY09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-0905-1546, author = {Zhisu Zhu and Anthony Man{-}Cho So and Yinyu Ye}, title = {Fast and Near-Optimal Matrix Completion via Randomized Basis Pursuit}, journal = {CoRR}, volume = {abs/0905.1546}, year = {2009}, url = {http://arxiv.org/abs/0905.1546}, eprinttype = {arXiv}, eprint = {0905.1546}, timestamp = {Sun, 18 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-0905-1546.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mor/SoYZ08, author = {Anthony Man{-}Cho So and Yinyu Ye and Jiawei Zhang}, title = {A Unified Theorem on {SDP} Rank Reduction}, journal = {Math. Oper. Res.}, volume = {33}, number = {4}, pages = {910--920}, year = {2008}, url = {https://doi.org/10.1287/moor.1080.0326}, doi = {10.1287/MOOR.1080.0326}, timestamp = {Thu, 12 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/mor/SoYZ08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@phdthesis{DBLP:phd/us/So07, author = {Anthony Man{-}Cho So}, title = {A semidefinite programming approach to the graph realization problem : theory, applications and extensions}, school = {Stanford University, {USA}}, year = {2007}, url = {https://searchworks.stanford.edu/view/6962563}, timestamp = {Fri, 02 Sep 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/phd/us/So07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mp/SoY07, author = {Anthony Man{-}Cho So and Yinyu Ye}, title = {Theory of semidefinite programming for Sensor Network Localization}, journal = {Math. Program.}, volume = {109}, number = {2-3}, pages = {367--384}, year = {2007}, url = {https://doi.org/10.1007/s10107-006-0040-1}, doi = {10.1007/S10107-006-0040-1}, timestamp = {Sun, 18 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/mp/SoY07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mp/SoZY07, author = {Anthony Man{-}Cho So and Jiawei Zhang and Yinyu Ye}, title = {On approximating complex quadratic optimization problems via semidefinite programming relaxations}, journal = {Math. Program.}, volume = {110}, number = {1}, pages = {93--110}, year = {2007}, url = {https://doi.org/10.1007/s10107-006-0064-6}, doi = {10.1007/S10107-006-0064-6}, timestamp = {Thu, 12 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/mp/SoZY07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sigecom/IeongSS07, author = {Samuel Ieong and Mukund Sundararajan and Anthony Man{-}Cho So}, title = {Mechanism design for stochastic optimization problems}, journal = {SIGecom Exch.}, volume = {7}, number = {1}, pages = {52--54}, year = {2007}, url = {https://doi.org/10.1145/1345037.1345050}, doi = {10.1145/1345037.1345050}, timestamp = {Thu, 04 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/sigecom/IeongSS07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wine/PetersSY07, author = {Mark Peters and Anthony Man{-}Cho So and Yinyu Ye}, editor = {Xiaotie Deng and Fan Chung Graham}, title = {Pari-Mutuel Markets: Mechanisms and Performance}, booktitle = {Internet and Network Economics, Third International Workshop, {WINE} 2007, San Diego, CA, USA, December 12-14, 2007, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {4858}, pages = {82--95}, publisher = {Springer}, year = {2007}, url = {https://doi.org/10.1007/978-3-540-77105-0\_11}, doi = {10.1007/978-3-540-77105-0\_11}, timestamp = {Sun, 18 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/wine/PetersSY07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wine/IeongSS07, author = {Samuel Ieong and Anthony Man{-}Cho So and Mukund Sundararajan}, editor = {Xiaotie Deng and Fan Chung Graham}, title = {Stochastic Mechanism Design}, booktitle = {Internet and Network Economics, Third International Workshop, {WINE} 2007, San Diego, CA, USA, December 12-14, 2007, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {4858}, pages = {269--280}, publisher = {Springer}, year = {2007}, url = {https://doi.org/10.1007/978-3-540-77105-0\_26}, doi = {10.1007/978-3-540-77105-0\_26}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/wine/IeongSS07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:reference/crc/ZhangYS07, author = {Jiawei Zhang and Yinyu Ye and Anthony Man{-}Cho So}, editor = {Teofilo F. Gonzalez}, title = {On Analyzing Semidefinite Programming Relaxations of Complex Quadratic Optimization Problems}, booktitle = {Handbook of Approximation Algorithms and Metaheuristics}, publisher = {Chapman and Hall/CRC}, year = {2007}, url = {https://doi.org/10.1201/9781420010749.ch8}, doi = {10.1201/9781420010749.CH8}, timestamp = {Thu, 12 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/reference/crc/ZhangYS07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:reference/crc/ZhangYS07a, author = {Jiawei Zhang and Yinyu Ye and Anthony Man{-}Cho So}, editor = {Teofilo F. Gonzalez}, title = {Greedy Algorithms for Metric Facility Location Problems}, booktitle = {Handbook of Approximation Algorithms and Metaheuristics}, publisher = {Chapman and Hall/CRC}, year = {2007}, url = {https://doi.org/10.1201/9781420010749.ch39}, doi = {10.1201/9781420010749.CH39}, timestamp = {Thu, 12 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/reference/crc/ZhangYS07a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/approx/SoZY06, author = {Anthony Man{-}Cho So and Jiawei Zhang and Yinyu Ye}, editor = {Josep D{\'{\i}}az and Klaus Jansen and Jos{\'{e}} D. P. Rolim and Uri Zwick}, title = {Stochastic Combinatorial Optimization with Controllable Risk Aversion Level}, booktitle = {Approximation, Randomization, and Combinatorial Optimization. Algorithms and Techniques, 9th International Workshop on Approximation Algorithms for Combinatorial Optimization Problems, {APPROX} 2006 and 10th International Workshop on Randomization and Computation, {RANDOM} 2006, Barcelona, Spain, August 28-30 2006, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {4110}, pages = {224--235}, publisher = {Springer}, year = {2006}, url = {https://doi.org/10.1007/11830924\_22}, doi = {10.1007/11830924\_22}, timestamp = {Thu, 12 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/approx/SoZY06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/soda/SoY06, author = {Anthony Man{-}Cho So and Yinyu Ye}, title = {A semidefinite programming approach to tensegrity theory and realizability of graphs}, booktitle = {Proceedings of the Seventeenth Annual {ACM-SIAM} Symposium on Discrete Algorithms, {SODA} 2006, Miami, Florida, USA, January 22-26, 2006}, pages = {766--775}, publisher = {{ACM} Press}, year = {2006}, url = {http://dl.acm.org/citation.cfm?id=1109557.1109641}, timestamp = {Sun, 18 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/soda/SoY06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ipco/SoZY05, author = {Anthony Man{-}Cho So and Jiawei Zhang and Yinyu Ye}, editor = {Michael J{\"{u}}nger and Volker Kaibel}, title = {On Approximating Complex Quadratic Optimization Problems via Semidefinite Programming Relaxations}, booktitle = {Integer Programming and Combinatorial Optimization, 11th International {IPCO} Conference, Berlin, Germany, June 8-10, 2005, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {3509}, pages = {125--135}, publisher = {Springer}, year = {2005}, url = {https://doi.org/10.1007/11496915\_10}, doi = {10.1007/11496915\_10}, timestamp = {Thu, 12 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ipco/SoZY05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/soda/SoY05, author = {Anthony Man{-}Cho So and Yinyu Ye}, title = {Theory of semidefinite programming for sensor network localization}, booktitle = {Proceedings of the Sixteenth Annual {ACM-SIAM} Symposium on Discrete Algorithms, {SODA} 2005, Vancouver, British Columbia, Canada, January 23-25, 2005}, pages = {405--414}, publisher = {{SIAM}}, year = {2005}, url = {http://dl.acm.org/citation.cfm?id=1070432.1070488}, timestamp = {Sun, 18 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/soda/SoY05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wcnc/ShinSG05, author = {Jaewon Shin and Anthony Man{-}Cho So and Leonidas J. Guibas}, title = {Supporting group communication among interacting agents in wireless sensor networks}, booktitle = {{IEEE} Wireless Communications and Networking Conference, {WCNC} 2005, March 13-17, 2005, New Orleans, Louisiana, {USA}}, pages = {2375--2380}, publisher = {{IEEE}}, year = {2005}, url = {https://doi.org/10.1109/WCNC.2005.1424886}, doi = {10.1109/WCNC.2005.1424886}, timestamp = {Wed, 14 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/wcnc/ShinSG05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wine/SoY05, author = {Anthony Man{-}Cho So and Yinyu Ye}, editor = {Xiaotie Deng and Yinyu Ye}, title = {On Solving Coverage Problems in a Wireless Sensor Network Using Voronoi Diagrams}, booktitle = {Internet and Network Economics, First International Workshop, {WINE} 2005, Hong Kong, China, December 15-17, 2005, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {3828}, pages = {584--593}, publisher = {Springer}, year = {2005}, url = {https://doi.org/10.1007/11600930\_58}, doi = {10.1007/11600930\_58}, timestamp = {Sun, 18 Dec 2022 19:02:44 +0100}, biburl = {https://dblp.org/rec/conf/wine/SoY05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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