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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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收藏
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浏览/下载:311/1
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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
Large Covariance Matrix Estimation Based on Factor Models via Nonconvex Optimization
会议论文
ICASSP 2024 - 2024 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), Seoul, Korea, Republic of, 14-19 April 2024
作者:
Shanshan Zou
;
Ziping Zhao
Adobe PDF(959Kb)
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收藏
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浏览/下载:279/3
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提交时间:2024/03/29
Covariance matrix estimation
low-rank plus sparse
minimax rate
nonconvex statistical optimization
factor models
A Unified Diffusion Framework for Scene-aware Human Motion Estimation from Sparse Signals
会议论文
PROCEEDINGS OF THE IEEE COMPUTER SOCIETY CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, 2024 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, CVPR 2024, Seattle, WA, United states, June 16, 2024 - June 22, 2024
作者:
Tang, Jiangnan
;
Wang, Jingya
;
Ji, Kaiyang
;
Xu, Lan
;
Yu, Jingyi
Adobe PDF(11406Kb)
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浏览/下载:45/15
|
提交时间:2025/03/28
Image coding
Motion capture
Motion estimation
Motion tracking
Photomapping
Three dimensional displays
3D scenes
Contextual information
Full body
Full-body motions
Head-mounted-displays
Human motion estimation
Human motions
One-to-many mapping
Sparse signals
Tracking signals
Power Network Fault Location Based on Voltage Magnitude Measurements and Sparse Estimation
会议论文
2023 IEEE POWER AND ENERGY SOCIETY GENERAL MEETING (PESGM), Orlando, FL, USA, 16-20 July 2023
作者:
Yuxuan Zhu
;
Yixiong Jia
;
Yu Liu
;
Dayou Lu
Adobe PDF(824Kb)
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收藏
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浏览/下载:459/0
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提交时间:2023/03/22
Fault location
power network
sparse estimation
voltage magnitude measurements
Power Network Fault Location with Exact Distributed Parameter Line Model and Sparse Estimation
期刊论文
ELECTRIC POWER SYSTEMS RESEARCH, 2022, 卷号: 212
作者:
Jia, Yixiong
;
Liu, Yu
;
Wang, Binglin
;
Lu, Dayou
;
Lin, Yuzhang
Adobe PDF(4444Kb)
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收藏
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浏览/下载:555/0
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提交时间:2022/05/27
Electric fault location
Electric network analysis
Electric power transmission networks
Location
Parameter estimation
Distributed parameter line model
Distributed-parameter
Line models
Location method
Model estimation
Nonlinear formulation
Parameter characteristic
Power network faults
Power networks
Sparse estimation
Fault location
Sparse signal processing for massive connectivity via mixed-integer programming
会议论文
2021 IEEE/CIC INTERNATIONAL CONFERENCE ON COMMUNICATIONS IN CHINA, ICCC 2021, Xiamen, China, July 28, 2021 - July 30, 2021
作者:
Shuang Liang
;
Yuanming Shi
;
Yong Zhou
Adobe PDF(384Kb)
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收藏
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浏览/下载:1043/216
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提交时间:2021/12/03
Antennas
Branch and bound method
Channel estimation
Integer programming
Internet of things
Matrix algebra
Mean square error
Relaxation processes
Signal processing
Activity detection
Estimation problem
Group sparse
Joint activity
Joint activity detection and channel estimation
Massive connectivity
Matrix estimation
Mixed
Integer Programming
Optimal solutions
Sparse matrices
Algorithm Unrolling for Massive Access via Deep Neural Network with Theoretical Guarantee
预印本
2021
作者:
Shi, Yandong
;
Choi, Hayoung
;
Shi, Yuanming
;
Zhou, Yong
Adobe PDF(836Kb)
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收藏
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浏览/下载:160/0
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提交时间:2024/01/09
Massive access
joint activity detection and channel estimation
group-sparse matrix estimation
algorithm unrolling
and deep learning
Denoising-Based Turbo Message Passing for Compressed Video Background Subtraction
期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2021, 卷号: 30, 页码: 2682-2696
作者:
Zhipeng Xue
;
Xiaojun Yuan
;
Yang Yang
Adobe PDF(7187Kb)
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收藏
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浏览/下载:760/309
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提交时间:2021/04/01
Message passing
Image coding
Approximation algorithms
Sparse matrices
Estimation
Optical imaging
Neural networks
Background subtraction
compressive measurement
message passing
turbo principle
Super-Resolution Channel Estimation for Massive MIMO via Clustered Sparse Bayesian Learning
期刊论文
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2019, 卷号: 68, 期号: 6, 页码: 6156-6160
作者:
He, Zhen-Qing
;
Yuan, Xiaojun
;
Chen, Lei
Adobe PDF(177Kb)
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收藏
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浏览/下载:729/30
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提交时间:2019/04/24
Approximate message passing
channel estimation
massive MIMO
sparse Bayesian learning
Sparse blind demixing for low-latency wireless random access with massive connectivity
会议论文
2019 IEEE 89TH VEHICULAR TECHNOLOGY CONFERENCE (VTC2019-FALL), Honolulu, HI, USA, 22-25 Sept. 2019
作者:
Min Fu
;
Jialin Dong
;
Yuanming Shi
Adobe PDF(150Kb)
|
收藏
|
浏览/下载:614/0
|
提交时间:2019/07/12
Optimization
Sparse matrices
Channel estimation
MIMO communication
Fans
Decoding
Low latency communication
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