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Two-Way Sparse Reduced-Rank Regression via Scaled Gradient Descent with Hard Thresholding
会议论文
2024 IEEE 13RD SENSOR ARRAY AND MULTICHANNEL SIGNAL PROCESSING WORKSHOP (SAM), Corvallis, OR, USA, 8-11 July 2024
作者:
Cheng Cheng
;
Ziping Zhao
Adobe PDF(519Kb)
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浏览/下载：315/2
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提交时间：2024/09/18
Error statistics
Iterative methods
Logistic regression
Support vector regression
Convergence analysis
Gradient-descent
Hard thresholding
Low-rank
Multiple response
Multiple response linear regression
Scaled gradient descent
Sparse
Statistical errors
Two ways
Augmented flexible Krylov subspace methods with applications to Bayesian inverse problems
期刊论文
LINEAR ALGEBRA AND ITS APPLICATIONS, 2024
作者:
Sabaté Landman, Malena
;
Jiang, Jiahua
;
Zhang, Jianru
;
Ren, Wuwei
Adobe PDF(6126Kb)
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浏览/下载：300/39
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提交时间：2024/06/21
Approximation algorithms
Atmospheric movements
Bayesian networks
Convergence of numerical methods
Differential equations
Image enhancement
Image reconstruction
Iterative methods
Stochastic systems
Bayesian
Flexible Krylov methods
Flexible Krylov subspace methods
Generalized golub-kahan
Hybrid krylov method
Krylov method
Large-scales
Linear discrete ill-posed problems
Regularization terms
Tikhonov regularization
High-Dimensional Constrained Huber Regression
会议论文
IEEE SENSOR ARRAY AND MULTICHANNEL SIGNAL PROCESSING WORKSHOP, Corvallis, OR, USA, 8-11 July 2024
作者:
Quan Wei
;
Ziping Zhao
Adobe PDF(299Kb)
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浏览/下载：301/1
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提交时间：2024/05/29
Multiple linear regression
Support vector regression
Data analytics
High-dimensional
High-dimensional statistics
Higher-dimensional
Huber regression
Linear convergence
Robust regressions
Sample sizes
Sparse learning
Statistical estimation
Accelerating Quadratic Transform and WMMSE
会议论文
IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY - PROCEEDINGS, Athens, Greece, July 7, 2024 - July 12, 2024
作者:
Shen, Kaiming
;
Zhao, Ziping
;
Chen, Yannan
;
Zhang, Zepeng
;
Cheng, Hei Victor
Adobe PDF(1021Kb)
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浏览/下载：320/62
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提交时间：2024/09/20
Cramer-Rao bounds
Extrapolation
Fisher information matrix
Image segmentation
Linear transformations
Quadratic programming
Signal to noise ratio
Communications processing
Convergence rates
Crame Rao bounds
Fisher information
Fractional programming
Means square errors
Minimum mean squares
Programming problem
Signal processing problems
Signalto-interference-plus-noise ratios (SINR)
Efficient Sparse Reduced-Rank Regression With Covariance Estimation
会议论文
IEEE WORKSHOP ON STATISTICAL SIGNAL PROCESSING PROCEEDINGS, Hanoi, Viet nam, July 2, 2023 - July 5, 2023
作者:
Fengpei Li
;
Ziping Zhao
Adobe PDF(1026Kb)
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浏览/下载：315/0
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提交时间：2023/09/08
Convergence of numerical methods
Signal processing
Covariance estimation
Covariance selection
Estimation methods
Group sparsities
Low-rank
Majorization-minimization
Minimisation
Multivariate linear regressions
Multivariate regression
Reduced rank regression
Distributed Optimization with Coupling Constraints
期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2023, 卷号: 68, 期号: 3, 页码: 1847-1854
作者:
Wu, Xuyang
;
Wang, He
;
Lu, Jie
Adobe PDF(800Kb)
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浏览/下载：1021/293
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提交时间：2022/05/20
Convex optimization
Linear programming
Mathematical transformations
Undirected graphs
Virtual addresses
Convergence
Convex functions
Convex optimisation
Coupling constraints
Distributed optimization
Inequality constraint
Linear-programming
Optimisations
Primal-dual methods
Proximal algorithm
Faster Activity and Data Detection in Massive Random Access: A Multi-armed Bandit Approach
期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2022, 卷号: 9, 期号: 15
作者:
Jialin Dong
;
Jun Zhang
;
Yuanming Shi
;
Jessie Hui Wang
Adobe PDF(492Kb)
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浏览/下载：1049/178
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提交时间：2022/02/18
Analog to digital conversion
Decoding
Economic and social effects
Iterative methods
Linear programming
Maximum likelihood
Convergence
Coordinate descent
Linear-programming
Massive connectivity
Maximum-likelihood decoding
Multiarmed bandits (MABs)
Partial transmit sequence
Payload
Thompson sampling.
Thompson samplings
A Unifying Approximate Method of Multipliers for Distributed Composite Optimization
期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2022, 卷号: 68, 期号: 4, 页码: 1-1
作者:
Wu, Xuyang
;
Lu, Jie
Adobe PDF(683Kb)
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浏览/下载：621/151
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提交时间：2022/07/25
Approximation algorithms
Approximation theory
Distributed computer systems
Functions
Parallel algorithms
Approximate methods
Composite optimization
Convergence
Convex composite optimization
Convex functions
Design Methodology
Distributed optimization
Linear-programming
The method of multiplier
Dynamic Certainty Equivalence Adaptive Control by Nonlinear Parameter Filtering
会议论文
PROCEEDINGS OF THE IEEE CONFERENCE ON DECISION AND CONTROL, Virtual, Jeju Island, Korea, Republic of, December 14, 2020 - December 18, 2020
作者:
Pin, Gilberto
;
Wang, Yang
;
Serrani, Andrea
;
Parisini, Thomas
Adobe PDF(407Kb)
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收藏
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浏览/下载：324/0
|
提交时间：2022/12/09
Controllers
Time varying control systems
Linear control systems
Model reference adaptive control
Invariance
Comparative simulation
Direct adaptive controller
Fast convergence speed
Linear time invariant systems
Non-linear parameters
Parameter derivatives
Proposed architectures
Single input single output
A Distributed Proximal Primal-Dual Algorithm for Nonsmooth Optimization with Coupling Constraints
会议论文
PROCEEDINGS OF THE IEEE CONFERENCE ON DECISION AND CONTROL, Virtual, Jeju Island, Korea, Republic of, December 14, 2020 - December 18, 2020
作者:
Xuyang Wu
;
He Wang
;
Jie Lu
Adobe PDF(444Kb)
|
收藏
|
浏览/下载：442/0
|
提交时间：2022/12/09
Virtual addresses
Convex optimization problems
Coupling constraints
Equality constraints
Linear equality constraints
Nonlinear inequality
Nonsmooth optimization
Primal dual algorithms
Rates of convergence
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