A unified approach to error bounds for structured convex optimization problems von Zhou, Zirui, So, Anthony Man-Cho

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Robust Convex Approximation Methods for TDOA-Based Localization Under NLOS Conditions von Gang Wang, So, Anthony Man-Cho, Youming Li

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Nonconvex Robust Low-Rank Matrix Recovery von Li, Xiao, Zhu, Zhihui, Man-Cho So, Anthony, Vidal, René

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Proximal Gradient Method for Nonsmooth Optimization over the Stiefel Manifold von Chen, Shixiang, Ma, Shiqian, Man-Cho So, Anthony, Zhang, Tong

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Outage Constrained Robust Transmit Optimization for Multiuser MISO Downlinks: Tractable Approximations by Conic Optimization von Kun-Yu Wang, So, Anthony Man-Cho, Tsung-Hui Chang, Wing-Kin Ma, Chong-Yung Chi

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Quadratic optimization with orthogonality constraint: explicit Łojasiewicz exponent and linear convergence of retraction-based line-search and stochastic variance-reduced gradient... von Liu, Huikang, So, Anthony Man-Cho, Wu, Weijie

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A Framework for One-Bit and Constant-Envelope Precoding Over Multiuser Massive MISO Channels von Mingjie Shao, Qiang Li, Wing-Kin Ma, So, Anthony Man-Cho

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A family of inexact SQA methods for non-smooth convex minimization with provable convergence guarantees based on the Luo–Tseng error bound property von Yue, Man-Chung, Zhou, Zirui, So, Anthony Man-Cho

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No dimension-free deterministic algorithm computes approximate stationarities of Lipschitzians von Tian, Lai, So, Anthony Man-Cho

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Weakly Convex Optimization over Stiefel Manifold Using Riemannian Subgradient-Type Methods von Li, Xiao, Chen, Shixiang, Deng, Zengde, Qu, Qing, Zhu, Zhihui, Man-Cho So, Anthony

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Variance-Reduced Stochastic Quasi-Newton Methods for Decentralized Learning von Zhang, Jiaojiao, Liu, Huikang, So, Anthony Man-Cho, Ling, Qing

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Manifold Proximal Point Algorithms for Dual Principal Component Pursuit and Orthogonal Dictionary Learning von Chen, Shixiang, Deng, Zengde, Ma, Shiqian, So, Anthony Man-Cho

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Non-convex exact community recovery in stochastic block model von Wang, Peng, Zhou, Zirui, So, Anthony Man-Cho

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Local Strong Convexity of Source Localization and Error Bound for Target Tracking under Time-of-Arrival Measurements von Pun, Yuen-Man, So, Anthony Man-Cho

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Scalable and Flexible Multiview MAX-VAR Canonical Correlation Analysis von Xiao Fu, Kejun Huang, Mingyi Hong, Sidiropoulos, Nicholas D., Man-Cho So, Anthony

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Distributionally Robust Graph Learning From Smooth Signals Under Moment Uncertainty von Wang, Xiaolu, Pun, Yuen-Man, So, Anthony Man-Cho

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ROCS: Robust One-Bit Compressed Sensing With Application to Direction of Arrival von Li, Xiao-Peng, Shi, Zhang-Lei, Huang, Lei, Man-Cho So, Anthony, So, Hing Cheung

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On the Quadratic Convergence of the Cubic Regularization Method under a Local Error Bound Condition von Yue, Man-Chung, Zhou, Zirui, Man-Cho So, Anthony

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Theory of semidefinite programming for Sensor Network Localization von SO, Anthony Man-Cho, YINYU YE

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Nonsmooth Optimization over the Stiefel Manifold and Beyond: Proximal Gradient Method and Recent Variants von Chen, Shixiang, Ma, Shiqian, Man-Cho So, Anthony, Zhang, Tong

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