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Zhao ZiPi... [13]
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Enhancing the Efficiency of WMMSE and FP for Beamforming by Minorization-Maximization
会议论文
PROC. OF THE 48TH IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING
Authors:
Zepeng Zhang
;
Ziping Zhao
;
Kaiming Shen
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View/Download:5/0
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Submit date:2023/03/25
Large Covariance Matrix Estimation With Oracle Statistical Rate
会议论文
PROC. OF THE 48TH IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING
Authors:
Quan Wei
;
Ziping Zhao
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  |  
View/Download:4/0
  |  
Submit date:2023/03/25
Designing Graph Neural Networks via Algorithm Unrolling
会议论文
THE 8TH INTERNATIONAL WORKSHOP ON DEEP LEARNING ON GRAPHS (DLG-KDD’22)
Authors:
Zepeng Zhang
;
Ziping Zhao
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View/Download:1/0
  |  
Submit date:2023/03/25
Vast Portfolio Selection With Submodular Norm Regularizations
会议论文
2021 29TH EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO), null,null,ELECTR NETWORK, AUG 23-27, 2021
Authors:
Zhang, Zepeng
;
Zhao, Ziping
Adobe PDF(884Kb)
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View/Download:105/0
  |  
Submit date:2021/12/15
Weighted Sum-Rate Maximization for Multi-Hop RIS-Aided Multi-User Communications:A Minorization-Maximization Approach
会议论文
2021 IEEE 22ND INTERNATIONAL WORKSHOP ON SIGNAL PROCESSING ADVANCES IN WIRELESS COMMUNICATIONS (SPAWC)
Authors:
Zhang Zepeng
;
Zhao Ziping
Adobe PDF(895Kb)
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View/Download:92/0
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Submit date:2021/12/15
Joint Design of Transmit Waveforms and Receive Filters for MIMO Radar via Manifold Optimization
会议论文
PROC. OF THE 29TH EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO’21)
Authors:
Huangyu Zhang
;
Ziping Zhao
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View/Download:2/0
  |  
Submit date:2023/03/25
Globally Convergent Algorithms for Learning Multivariate Generalized Gaussian Distributions
会议论文
IEEE WORKSHOP ON STATISTICAL SIGNAL PROCESSING PROCEEDINGS, Virtual, Rio de Janeiro, Brazil, July 11, 2021 - July 14, 2021
Authors:
Wang, Bin
;
Zhang, Huanyu
;
Zhao, Ziping
;
Sun, Ying
Adobe PDF(2125Kb)
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View/Download:121/0
  |  
Submit date:2021/12/03
Data Analytics
Gaussian distribution
Learning algorithms
Maximum likelihood estimation
Signal processing
Convergence properties
Different distributions
Fixed
point algorithms
Globally convergent algorithms
Log
likelihood functions
Minimization methods
Multivariate generalized gaussian distributions
Strictly convexes
Scalable Financial Index Tracking with Graph Neural Networks
会议论文
IEEE WORKSHOP ON STATISTICAL SIGNAL PROCESSING PROCEEDINGS, Virtual, Rio de Janeiro, Brazil, July 11, 2021 - July 14, 2021
Authors:
Zhang, Zepeng
;
Zhao, Ziping
Adobe PDF(1985Kb)
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View/Download:131/0
  |  
Submit date:2021/12/03
Financial markets
Linear programming
Signal processing
Capital allocation
Financial assets
Graph neural networks
Investment strategy
Linear programming problem
Minimax criterion
Selection problems
Two stage approach
Multi-Period Portfolio Optimization for Index Tracking in Finance
会议论文
CONFERENCE RECORD - ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS AND COMPUTERS, Virtual, Pacific Grove, CA, United states, October 31, 2021 - November 3, 2021
Authors:
Huang, Xiuyuan
;
Zhang, Zepeng
;
Zhao, Ziping
Adobe PDF(983Kb)
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View/Download:18/0
  |  
Submit date:2022/07/01
Commerce
Convex optimization
Financial markets
Investments
Numerical methods
Asset selection
Index tracking
Multi-period
Multi-period portfolio
Optimisations
Optimization method
Portfolio optimization
Single period
Successive convex approximations
Transaction cost
Sparse Reduced-Rank Regression with Adaptive Selection of Groups of Predictors
会议论文
CONFERENCE RECORD - ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS AND COMPUTERS, Virtual, Pacific Grove, CA, United states, October 31, 2021 - November 3, 2021
Authors:
Wei, Quan
;
Zhang, Yujia
;
Zhao, Ziping
Adobe PDF(1014Kb)
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View/Download:9/0
  |  
Submit date:2022/07/01
Economics
Regression analysis
Statistics
Adaptive selection
Dimension reduction
Group sparsities
Low-rank
Multivariate regression
Penalized estimation
Reduced rank regression
Reduced rank regression models
Sorted L-one penalized estimation
Variables selections