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2017
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A Distributed, Asynchronous and Incremental Algorithm for Nonconvex Optimization: An ADMM Approach
published
| article-journal
doi:10.1109/tcns.2017.2657460
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2018
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Spectral Efficiency Optimization For Millimeter Wave Multiuser MIMO Systems
published
| article-journal
doi:10.1109/jstsp.2018.2824246
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2017
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Network Slicing for Service-Oriented Networks Under Resource Constraints
published
| article-journal
doi:10.1109/jsac.2017.2760147
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2018
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A Distributed Semiasynchronous Algorithm for Network Traffic Engineering
published
| article-journal
doi:10.1109/tsipn.2017.2721298
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2019-02-20
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Perturbed proximal primal–dual algorithm for nonconvex nonsmooth optimization
published
| article-journal
doi:10.1007/s10107-019-01365-4
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2019-01-15
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Structured SUMCOR Multiview Canonical Correlation Analysis for Large-Scale Data
published
| article-journal
doi:10.1109/tsp.2018.2878544
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2020
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Distributed Learning in the Nonconvex World: From batch data to streaming and beyond
published
| article-journal
doi:10.1109/msp.2020.2970170
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2020-06-09
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A Block Successive Upper-Bound Minimization Method of Multipliers for Linearly Constrained Convex Optimization
published
| article-journal
doi:10.1287/moor.2019.1010
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2020
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Nonconvex Min-Max Optimization: Applications, Challenges, and Recent Theoretical Advances
published
| article-journal
doi:10.1109/msp.2020.3003851
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2022
|
Parallel Assisted Learning
published
| article-journal
doi:10.1109/tsp.2022.3229637
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2024
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On the Local Linear Rate of Consensus on the Stiefel Manifold
published
| article-journal
doi:10.1109/tac.2023.3330735
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2020-05-07
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A constructive model for collective intelligence
published
| article-journal
| v1
doi:10.60692/32tr1-85s60
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2012-05-13
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Tuning adaptive computations for the performance improvement of applications in JEE server
published
| article-journal
| v1
doi:10.60692/8g0cy-g0z19
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2012-05-13
|
Tuning adaptive computations for the performance improvement of applications in JEE server
published
| article-journal
| v1
doi:10.60692/4y2zf-qt226
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2018
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Distributed Controllers Seeking AC Optimal Power Flow Solutions Using ADMM
published
| article-journal
doi:10.1109/tsg.2017.2662639
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2022
|
Deep Spectrum Cartography: Completing Radio Map Tensors Using Learned Neural Models
published
| article-journal
doi:10.1109/tsp.2022.3145190
|
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2022
|
Learning to Beamform in Heterogeneous Massive MIMO Networks
published
| article-journal
doi:10.1109/twc.2022.3230662
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2023
|
Towards Understanding Asynchronous Advantage Actor-Critic: Convergence and Linear Speedup
published
| article-journal
doi:10.1109/tsp.2023.3268475
|
|
2024-04-16
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An Introduction to Bilevel Optimization: Foundations and applications in signal processing and machine learning
published
| article-journal
doi:10.1109/msp.2024.3358284
|
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2020-01-01
|
SpotTune: Leveraging Transient Resources for Cost-efficient Hyper-parameter Tuning in the Public Cloud
published
| article-journal
| v1
doi:10.60692/gbcda-g1r65
|
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2024
|
A Survey of Recent Advances in Optimization Methods for Wireless Communications
published
| article-journal
doi:10.1109/jsac.2024.3443759
|
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2018-10-15
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Learning to Optimize: Training Deep Neural Networks for Interference Management
published
| article-journal
doi:10.1109/tsp.2018.2866382
|
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2022
|
FedBCD: A Communication-Efficient Collaborative Learning Framework for Distributed Features
published
| article-journal
doi:10.1109/tsp.2022.3198176
|
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2023
|
Optimal Solutions for Joint Beamforming and Antenna Selection: From Branch and Bound to Graph Neural Imitation Learning
published
| article-journal
doi:10.1109/tsp.2023.3244096
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2024
|
First-Order Algorithms Without Lipschitz Gradient: A Sequential Local Optimization Approach
published
| article-journal
doi:10.1287/ijoo.2021.0029
|
|
2020-05-07
|
A constructive model for collective intelligence
published
| article-journal
| v1
doi:10.60692/93gfj-a0b19
|
|
2020-01-01
|
SpotTune: Leveraging Transient Resources for Cost-efficient Hyper-parameter Tuning in the Public Cloud
published
| article-journal
| v1
doi:10.60692/f5qh8-2mv74
|
|
2024
|
Guest Editorial Advanced Optimization Theory and Algorithms for Next-Generation Wireless Communication Networks
published
| article-journal
doi:10.1109/jsac.2024.3443808
|