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Anthony M. So, Ph.D. - Publications

Affiliations: 
2007 Stanford University, Palo Alto, CA 
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30 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2020 Li X, Zhu Z, So AM, Vidal R. Nonconvex Robust Low-Rank Matrix Recovery Siam Journal On Optimization. 30: 660-686. DOI: 10.1137/18M1224738  0.372
2020 Chen S, Ma S, So AM, Zhang T. Proximal Gradient Method for Nonsmooth Optimization over the Stiefel Manifold Siam Journal On Optimization. 30: 210-239. DOI: 10.1137/18M122457X  0.429
2020 So AM, Jain P, Ma W, Scutari G. Nonconvex Optimization for Signal Processing and Machine Learning [From the Guest Editors] Ieee Signal Processing Magazine. 37: 15-17. DOI: 10.1109/Msp.2020.3004217  0.304
2020 Li J, So AM, Ma W. Understanding Notions of Stationarity in Nonsmooth Optimization: A Guided Tour of Various Constructions of Subdifferential for Nonsmooth Functions Ieee Signal Processing Magazine. 37: 18-31. DOI: 10.1109/Msp.2020.3003845  0.343
2020 Huang S, Pun Y, So AM, Yang K. A Provably Convergent Projected Gradient-Type Algorithm for TDOA-Based Geolocation Under the Quasi-Parabolic Ionosphere Model Ieee Signal Processing Letters. 27: 1335-1339. DOI: 10.1109/Lsp.2020.3010676  0.417
2019 Yue M, Zhou Z, So AM. On the Quadratic Convergence of the Cubic Regularization Method under a Local Error Bound Condition Siam Journal On Optimization. 29: 904-932. DOI: 10.1137/18M1167498  0.326
2019 Shao M, Li Q, Ma W, So AM. A Framework for One-Bit and Constant-Envelope Precoding Over Multiuser Massive MISO Channels Ieee Transactions On Signal Processing. 67: 5309-5324. DOI: 10.1109/Tsp.2019.2937280  0.38
2019 Lai RWF, Cheung K, Chow SSM, So AM. Another Look at Anonymous Communication Ieee Transactions On Dependable and Secure Computing. 16: 731-742. DOI: 10.1109/Tdsc.2018.2828002  0.302
2019 Ni SX, Yue M, Cheung K, So AM. Phase Retrieval via Sensor Network Localization Journal of the Operations Research Society of China. 7: 127-146. DOI: 10.1007/S40305-018-0222-6  0.392
2019 Liu H, So AM, Wu W. Quadratic optimization with orthogonality constraint: explicit Łojasiewicz exponent and linear convergence of retraction-based line-search and stochastic variance-reduced gradient methods Mathematical Programming. 178: 215-262. DOI: 10.1007/S10107-018-1285-1  0.524
2019 Yue M, Zhou Z, So AM. A family of inexact SQA methods for non-smooth convex minimization with provable convergence guarantees based on the Luo–Tseng error bound property Mathematical Programming. 174: 327-358. DOI: 10.1007/S10107-018-1280-6  0.499
2017 Hu J, Yang H, Lyu MR, King I, So AM. Online Nonlinear AUC Maximization for Imbalanced Data Sets. Ieee Transactions On Neural Networks and Learning Systems. PMID 28141529 DOI: 10.1109/Tnnls.2016.2610465  0.312
2017 Liu H, Yue M, So AM. On the Estimation Performance and Convergence Rate of the Generalized Power Method for Phase Synchronization Siam Journal On Optimization. 27: 2426-2446. DOI: 10.1137/16M110109X  0.371
2017 Gong S, Wu SX, So AM, Huang X. Distributionally Robust Collaborative Beamforming in D2D Relay Networks With Interference Constraints Ieee Transactions On Wireless Communications. 16: 5048-5060. DOI: 10.1109/Twc.2017.2705062  0.394
2017 Fu X, Huang K, Hong M, Sidiropoulos ND, So AM. Scalable and Flexible Multiview MAX-VAR Canonical Correlation Analysis Ieee Transactions On Signal Processing. 65: 4150-4165. DOI: 10.1109/Tsp.2017.2698365  0.472
2017 Ma W, Pan J, So AM, Chang T. Unraveling the Rank-One Solution Mystery of Robust MISO Downlink Transmit Optimization: A Verifiable Sufficient Condition via a New Duality Result Ieee Transactions On Signal Processing. 65: 1909-1924. DOI: 10.1109/Tsp.2017.2649488  0.47
2017 Wu SX, So AM, Pan J, Ma W. Semidefinite Relaxation and Approximation Analysis of a Beamformed Alamouti Scheme for Relay Beamforming Networks Ieee Transactions On Signal Processing. 65: 2428-2443. DOI: 10.1109/Tsp.2016.2633245  0.36
2017 So AM. Non-asymptotic convergence analysis of inexact gradient methods for machine learning without strong convexity Optimization Methods & Software. 32: 963-992. DOI: 10.1080/10556788.2017.1296439  0.467
2017 Zhou Z, So AM. A unified approach to error bounds for structured convex optimization problems Mathematical Programming. 165: 689-728. DOI: 10.1007/S10107-016-1100-9  0.468
2016 Wu SX, Li Q, So AM, Ma W. A Stochastic Beamformed Amplify-and-Forward Scheme in a Multigroup Multicast MIMO Relay Network With Per-Antenna Power Constraints Ieee Transactions On Wireless Communications. 15: 4973-4986. DOI: 10.1109/Twc.2016.2550028  0.336
2016 Wang G, So AM, Li Y. Robust Convex Approximation Methods for TDOA-Based Localization Under NLOS Conditions Ieee Transactions On Signal Processing. 64: 3281-3296. DOI: 10.1109/Tsp.2016.2539139  0.427
2011 Zhang YJ, So AM. Optimal Spectrum Sharing in MIMO Cognitive Radio Networks via Semidefinite Programming Ieee Journal On Selected Areas in Communications. 29: 362-373. DOI: 10.1109/Jsac.2011.110209  0.461
2011 So AM. Deterministic approximation algorithms for sphere constrained homogeneous polynomial optimization problems Mathematical Programming. 129: 357-382. DOI: 10.1007/S10107-011-0464-0  0.465
2011 So AM. Moment inequalities for sums of random matrices and their applications in optimization Mathematical Programming. 130: 125-151. DOI: 10.1007/S10107-009-0330-5  0.507
2010 Zhu Z, So AM, Ye Y. Universal Rigidity and Edge Sparsification for Sensor Network Localization Siam Journal On Optimization. 20: 3059-3081. DOI: 10.1137/090772009  0.527
2010 Li WW, Zhang YJ, So AM, Win MZ. Slow Adaptive OFDMA Systems Through Chance Constrained Programming Ieee Transactions On Signal Processing. 58: 3858-3869. DOI: 10.1109/Tsp.2010.2046434  0.402
2010 Luo ZQ, Ma WK, So A, Ye Y, Zhang S. Semidefinite relaxation of quadratic optimization problems Ieee Signal Processing Magazine. 27: 20-34. DOI: 10.1109/Msp.2010.936019  0.554
2009 So AM, Zhang J, Ye Y. Stochastic Combinatorial Optimization with Controllable Risk Aversion Level Mathematics of Operations Research. 34: 522-537. DOI: 10.1287/Moor.1090.0390  0.584
2008 So AM, Ye Y, Zhang J. A Unified Theorem on SDP Rank Reduction Mathematics of Operations Research. 33: 910-920. DOI: 10.1287/Moor.1080.0326  0.519
2007 Ieong S, Sundararajan M, So AM. Mechanism design for stochastic optimization problems Acm Sigecom Exchanges. 7: 52-54. DOI: 10.1145/1345037.1345050  0.444
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