Anthony ManCho So
According to our database^{1},
Anthony ManCho So
authored at least 113 papers
between 2005 and 2021.
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Bibliography
2021
IEEE Internet Things J., 2021
Quartic Perturbationbased Outageconstrained Robust Design in Twohop Oneway Relay Networks.
CoRR, 2021
2020
Nonconvex Optimization for Signal Processing and Machine Learning [From the Guest Editors].
IEEE Signal Process. Mag., 2020
Understanding Notions of Stationarity in Nonsmooth Optimization: A Guided Tour of Various Constructions of Subdifferential for Nonsmooth Functions.
IEEE Signal Process. Mag., 2020
A Provably Convergent Projected GradientType Algorithm for TDOABased Geolocation Under the QuasiParabolic Ionosphere Model.
IEEE Signal Process. Lett., 2020
SIAM J. Optim., 2020
SIAM J. Optim., 2020
An Integrated Approach of Machine Learning and Systems Thinking for Waiting Time Prediction in an Emergency Department.
Int. J. Medical Informatics, 2020
CoRR, 2020
A Unified Approach to Synchronization Problems over Subgroups of the Orthogonal Group.
CoRR, 2020
CoRR, 2020
Boosting FirstOrder Methods by Shifting Objective: New Schemes with Faster WorstCase Rates.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Fast Epigraphical Projectionbased Incremental Algorithms for Wasserstein Distributionally Robust Support Vector Machine.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
A NearlyLinear Time Algorithm for Exact Community Recovery in Stochastic Block Model.
Proceedings of the 37th International Conference on Machine Learning, 2020
A Penalty Alternating Direction Method of Multipliers for Decentralized Composite Optimization.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
An Efficient Augmented LagrangianBased Method for Linear EqualityConstrained Lasso.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
A Newton Tracking Algorithm with Exact Linear Convergence Rate for Decentralized Consensus Optimization.
Proceedings of the 59th IEEE Conference on Decision and Control, 2020
Dynamic Regret Bound for Moving Target Tracking Based on Online TimeofArrival Measurements.
Proceedings of the 59th IEEE Conference on Decision and Control, 2020
2019
A Framework for OneBit and ConstantEnvelope Precoding Over Multiuser Massive MISO Channels.
IEEE Trans. Signal Process., 2019
IEEE Trans. Dependable Secur. Comput., 2019
On the Quadratic Convergence of the Cubic Regularization Method under a Local Error Bound Condition.
SIAM J. Optim., 2019
A family of inexact SQA methods for nonsmooth convex minimization with provable convergence guarantees based on the LuoTseng error bound property.
Math. Program., 2019
Quadratic optimization with orthogonality constraint: explicit Łojasiewicz exponent and linear convergence of retractionbased linesearch and stochastic variancereduced gradient methods.
Math. Program., 2019
CoRR, 2019
A FirstOrder Algorithmic Framework for Wasserstein Distributionally Robust Logistic Regression.
CoRR, 2019
CoRR, 2019
CoRR, 2019
CoRR, 2019
A FirstOrder Algorithmic Framework for Distributionally Robust Logistic Regression.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Globally Convergent Accelerated Proximal Alternating Maximization Method for L1Principal Component Analysis.
Proceedings of the IEEE International Conference on Acoustics, 2019
Fast Firstorder Methods for the Massive Robust Multicast Beamforming Problem with Interference Temperature Constraints.
Proceedings of the IEEE International Conference on Acoustics, 2019
Manifold Proximal Point Algorithms for Dual Principal Component Pursuit and Orthogonal Dictionary Learning.
Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019
2018
IEEE Trans. Neural Networks Learn. Syst., 2018
Minimum Symbol Error RateBased Constant Envelope Precoding for Multiuser Massive Miso Downlink.
Proceedings of the 2018 IEEE Statistical Signal Processing Workshop, 2018
MixedInteger Semidefinite Relaxation of Joint Admission Control and Beamforming: An SOCBased Outer Approximation Approach with Provable Guarantees.
Proceedings of the 19th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2018
Proceedings of the 19th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2018
Geolocation of Unknown Emitters Using Tdoa of Path Rays Through the Ionosphere by Multiple Coordinated Distant Receivers.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
2017
Distributionally Robust Collaborative Beamforming in D2D Relay Networks With Interference Constraints.
IEEE Trans. Wirel. Commun., 2017
Semidefinite Relaxation and Approximation Analysis of a Beamformed Alamouti Scheme for Relay Beamforming Networks.
IEEE Trans. Signal Process., 2017
Unraveling the RankOne Solution Mystery of Robust MISO Downlink Transmit Optimization: A Verifiable Sufficient Condition via a New Duality Result.
IEEE Trans. Signal Process., 2017
IEEE Trans. Signal Process., 2017
On the Estimation Performance and Convergence Rate of the Generalized Power Method for Phase Synchronization.
SIAM J. Optim., 2017
Nonasymptotic convergence analysis of inexact gradient methods for machine learning without strong convexity.
Optim. Methods Softw., 2017
Math. Program., 2017
A discrete firstorder method for largescale MIMO detection with provable guarantees.
Proceedings of the 18th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2017
LDPC code design for Gaussian multipleaccess channels using dynamic EXIT chart analysis.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
SDR approximation bounds for the robust multicast beamforming problem with interference temperature constraints.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Scalable and flexible MaxVar generalized canonical correlation analysis via alternating optimization.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Local strong convexity of maximumlikelihood TDOABased source localization and its algorithmic implications.
Proceedings of the 2017 IEEE 7th International Workshop on Computational Advances in MultiSensor Adaptive Processing, 2017
2016
A Stochastic Beamformed AmplifyandForward Scheme in a Multigroup Multicast MIMO Relay Network With PerAntenna Power Constraints.
IEEE Trans. Wirel. Commun., 2016
Robust Convex Approximation Methods for TDOABased Localization Under NLOS Conditions.
IEEE Trans. Signal Process., 2016
IEEE Signal Process. Lett., 2016
Found. Trends Optim., 2016
Some Proof Derivations and Further Simulation Results for "Semidefinite Relaxation and Approximation Analysis of a Beamformed Alamouti Scheme for Relay Beamforming Networks".
CoRR, 2016
Proceedings of the Paradigms in Cryptology  Mycrypt 2016. Malicious and Exploratory Cryptology, 2016
Proceedings of the 19th ACM International Conference on Modeling, 2016
Quadratic Optimization with Orthogonality Constraints: Explicit Lojasiewicz Exponent and Linear Convergence of LineSearch Methods.
Proceedings of the 33nd International Conference on Machine Learning, 2016
A semidefinite relaxation approach to the geolocation of two unknown cochannel emitters by a cluster of formationflying satellites using both TDOA and FDOA measurements.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
A polynomial optimization approach for robust beamforming design in a devicetodevice twohop oneway relay network.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Robust Relay Beamforming in DevicetoDevice Networks with Energy Harvesting Constraints.
Proceedings of the 2016 IEEE Global Communications Conference, 2016
2015
RankTwo Beamforming and Stochastic Beamforming for MISO PhysicalLayer Multicasting with FiniteAlphabet Inputs.
IEEE Signal Process. Lett., 2015
Stochastic amplifyandforward schemes for multigroup multicast transmission in a distributed relay network.
Proceedings of the 16th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2015
\(\ell_{1, p}\)Norm Regularization: Error Bounds and Convergence Rate Analysis of FirstOrder Methods.
Proceedings of the 32nd International Conference on Machine Learning, 2015
A beamformed alamouti amplifyandforward scheme in multigroup multicast cloudrelay networks.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Proceedings of the TwentyNinth AAAI Conference on Artificial Intelligence, 2015
2014
IEEE Signal Process. Lett., 2014
Hardness and Approximation Results for <i>L<sub>p</sub></i>Ball Constrained Homogeneous Polynomial Optimization Problems.
Math. Oper. Res., 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
Robust beamforming in twoway relay networks: Quartically perturbed chance constrained formulation and tractable approximation.
Proceedings of the IEEE International Conference on Acoustics, 2014
Distributionally robust chanceconstrained transmit beamforming for multiuser MISO downlink.
Proceedings of the IEEE International Conference on Acoustics, 2014
Robust artificial noiseaided transmit optimization for achieving secrecy and energy harvesting.
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014
2013
PhysicalLayer Multicasting by Stochastic Transmit Beamforming and Alamouti SpaceTime Coding.
IEEE Trans. Signal Process., 2013
IEEE J. Sel. Areas Commun., 2013
Achievable Rate Derivations and Further Simulation Results for "PhysicalLayer Multicasting by Stochastic Transmit Beamforming and Alamouti SpaceTime Coding".
CoRR, 2013
NonAsymptotic Convergence Analysis of Inexact Gradient Methods for Machine Learning Without Strong Convexity.
CoRR, 2013
On the Linear Convergence of the Proximal Gradient Method for Trace Norm Regularization.
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 58, 2013
Beyond convex relaxation: A polynomialtime nonconvex optimization approach to network localization.
Proceedings of the IEEE INFOCOM 2013, Turin, Italy, April 1419, 2013, 2013
Multigroup multicast beamforming in cognitive radio networks via ranktwo transmit beamformed Alamouti spacetime coding.
Proceedings of the IEEE International Conference on Acoustics, 2013
2012
Linear Matrix Inequalities with Stochastically Dependent Perturbations and Applications to ChanceConstrained Semidefinite Optimization.
SIAM J. Optim., 2012
A Perturbation Inequality for the Schatten$p$ QuasiNorm and Its Applications to LowRank Matrix Recovery
CoRR, 2012
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 36, 2012
Ranktwo transmit beamformed Alamouti spacetime coding for physicallayer multicasting.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
2011
Moment inequalities for sums of random matrices and their applications in optimization.
Math. Program., 2011
Deterministic approximation algorithms for sphere constrained homogeneous polynomial optimization problems.
Math. Program., 2011
Optimal Spectrum Sharing in MIMO Cognitive Radio Networks via Semidefinite Programming.
IEEE J. Sel. Areas Commun., 2011
Outage Constrained Robust Transmit Optimization for Multiuser MISO Downlinks: Tractable Approximations by Conic Optimization
CoRR, 2011
Probabilistic SINR constrained robust transmit beamforming: A Bernsteintype inequality based conservative approach.
Proceedings of the IEEE International Conference on Acoustics, 2011
Cheap semidefinite relaxation MIMO detection using rowbyrow block coordinate descent.
Proceedings of the IEEE International Conference on Acoustics, 2011
Safe convex approximation to outagebased MISO secrecy rate optimization under imperfect CSI and with artificial noise.
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011
2010
IEEE Trans. Signal Process., 2010
IEEE Signal Process. Mag., 2010
SIAM J. Optim., 2010
Probabilistic Analysis of the Semidefinite Relaxation Detector in Digital Communications.
Proceedings of the TwentyFirst Annual ACMSIAM Symposium on Discrete Algorithms, 2010
Universal Rigidity: Towards Accurate and Efficient Localization of Wireless Networks.
Proceedings of the INFOCOM 2010. 29th IEEE International Conference on Computer Communications, 2010
Probabilistic analysis of SDR detectors for MIMO systems.
Proceedings of the Convex Optimization in Signal Processing and Communications., 2010
2009
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009
Math. Oper. Res., 2009
CoRR, 2009
Improved approximation bound for quadratic optimization problems with orthogonality constraints.
Proceedings of the Twentieth Annual ACMSIAM Symposium on Discrete Algorithms, 2009
Fast Graph Laplacian Regularized Kernel Learning via SemidefiniteQuadraticLinear Programming.
Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 710 December 2009, 2009
On the performance of semidefinite relaxation MIMO detectors for QAM constellations.
Proceedings of the IEEE International Conference on Acoustics, 2009
2008
Math. Oper. Res., 2008
2007
Proceedings of the Handbook of Approximation Algorithms and Metaheuristics., 2007
On Analyzing Semidefinite Programming Relaxations of Complex Quadratic Optimization Problems.
Proceedings of the Handbook of Approximation Algorithms and Metaheuristics., 2007
SIGecom Exch., 2007
On approximating complex quadratic optimization problems via semidefinite programming relaxations.
Math. Program., 2007
Math. Program., 2007
Proceedings of the Internet and Network Economics, Third International Workshop, 2007
Proceedings of the Internet and Network Economics, Third International Workshop, 2007
2006
A semidefinite programming approach to tensegrity theory and realizability of graphs.
Proceedings of the Seventeenth Annual ACMSIAM Symposium on Discrete Algorithms, 2006
2005
Proceedings of the Internet and Network Economics, First International Workshop, 2005