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	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) \| 收藏 \| 浏览/下载：306/42 \| 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) \| 收藏 \| 浏览/下载：307/1 \| 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
	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) \| 收藏 \| 浏览/下载：319/2 \| 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
	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) \| 收藏 \| 浏览/下载：328/66 \| 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) \| 收藏 \| 浏览/下载：322/0 \| 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) \| 收藏 \| 浏览/下载：1027/297 \| 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) \| 收藏 \| 浏览/下载：1057/181 \| 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) \| 收藏 \| 浏览/下载：631/156 \| 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) \| 收藏 \| 浏览/下载：329/0 \| 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：445/0 \| 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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