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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:301/2
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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
LDL-SCA: Linearized Deep Learning Side-Channel Attack Targeting Multi-tenant FPGAs
会议论文
PROCEEDINGS OF THE ACM GREAT LAKES SYMPOSIUM ON VLSI, GLSVLSI, Clearwater, FL, United states, June 12, 2024 - June 14, 2024
作者:
Zhu, Yankun
;
Liu, Siting
;
Yang, Liyu
;
Zhou, Pingqiang
Adobe PDF(3319Kb)
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浏览/下载:365/5
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提交时间:2024/08/09
Deep learning
Field programmable gate arrays (FPGA)
K-means clustering
Linearization
Regression analysis
Field programmables
Lower correlation
Multi tenants
Multi-tenant field programmable gate array
Non-profiled deep learning side-channel attack
Power analysis
Programmable gate array
Remote power
Remote power analyse
Side-channel attacks
ANOVA-GP Modeling for High-Dimensional Bayesian Inverse Problems
期刊论文
MATHEMATICS, 2024, 卷号: 12, 期号: 2
作者:
Shi, Xiaoyu
;
Zhang, Hanyu
;
Wang, Guanjie
Adobe PDF(706Kb)
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浏览/下载:234/34
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提交时间:2024/03/04
Bayesian inverse problem
uncertainty quantification
ANOVA decomposition
principle component analysis
Gaussian process regression
Stochastic Constrained Contextual Bandits via Lyapunov Optimization Based Estimation to Decision Framework
会议论文
PROCEEDINGS OF MACHINE LEARNING RESEARCH, Edmonton, AB, Canada, June 30, 2024 - July 3, 2024
作者:
Guo, Hengquan
;
Liu, Xin
Adobe PDF(1646Kb)
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浏览/下载:281/3
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提交时间:2024/10/11
Constrained optimization
Cost functions
Lyapunov functions
Lyapunov methods
Regression analysis
Constraint violation
Contextual banditti
Decision framework
Function class
General functions
Off-line problems
Optimisations
Realizability conditions
Slater condition
Stochastics
Robust embedding regression for semi-supervised learning
期刊论文
PATTERN RECOGNITION, 2024, 卷号: 145
作者:
Bao, Jiaqi
;
Kudo, Mineichi
;
Kimura, Keigo
;
Sun, Lu
Adobe PDF(2659Kb)
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浏览/下载:435/0
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提交时间:2023/10/13
Classification (of information)
Feature Selection
Iterative methods
Regression analysis
Embeddings
Features selection
Labeled data
Low-rank representations
Nuclear norm
Real-world
Ridge regression
Semi-supervised learning
Semi-supervised method
Unlabeled data
Evaluation of two model predictive control schemes with different error compensation strategies for power management in fuel cell hybrid electric buses
期刊论文
JOURNAL OF ENERGY STORAGE, 2023, 卷号: 72
作者:
Li, Qiuyu
;
Yang, Hengzhao
Adobe PDF(1473Kb)
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浏览/下载:276/1
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提交时间:2023/08/11
Battery management systems
Electric loads
Energy management systems
Gaussian distribution
Gaussian noise (electronic)
Hydrogen
Model predictive control
Predictive control systems
Regression analysis
Supercapacitor
Adaptive compensation
Compensation strategy
Control schemes
Drive cycles
Gaussian process regression
Gaussian process regression compensation
Hybrid electric bus
Hydrogen fuel cells
Model-predictive control
States of charges
Using Linear Regression Model to Explore the Relationship between Testosterone and SUA in Adult Males: NHANES 2013-2016
会议论文
PROCEEDINGS OF SPIE - THE INTERNATIONAL SOCIETY FOR OPTICAL ENGINEERING, Oxford, United kingdom, November 7, 2022 - November 13, 2022
作者:
Chen, Hongyi
Adobe PDF(378Kb)
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浏览/下载:197/0
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提交时间:2023/06/02
Linear regression
Organic acids
Photonics
Acid groups
Linear regression analysis
Linear regression modelling
Multiple linear regression models
Nutrition examination survey(NHANES)
Serum uric acid
Simple linear regression
Testosterone
The national health
Uric acids
Feature-Based Transformer with Incomplete Multimodal Brain Images for Diagnosis of Neurodegenerative Diseases
会议论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Vancouver, BC, Canada, October 8, 2023 - October 8, 2023
作者:
Gao, Xingyu
;
Shi, Feng
;
Shen, Dinggang
;
Liu, Manhua
Adobe PDF(53355Kb)
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浏览/下载:171/0
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提交时间:2023/11/10
Brain mapping
Computer aided diagnosis
Modal analysis
Brain images
Brain imaging
Feature regression
Feature-based
Missing data
Multi-modal
Multi-modal transformer
Multimodal brain imaging
Subnetworks
Model Predictive Control with Gaussian Process Regression Compensation for Power Management in Fuel Cell Hybrid Electric Buses
会议论文
PEDG 2023 - 2023 IEEE 14TH INTERNATIONAL SYMPOSIUM ON POWER ELECTRONICS FOR DISTRIBUTED GENERATION SYSTEMS, Shanghai, China, June 9, 2023 - June 12, 2023
作者:
Qiuyu Li
;
Hengzhao Yang
Adobe PDF(2155Kb)
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收藏
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浏览/下载:187/0
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提交时间:2023/09/22
Buses
Electric loads
Electric power measurement
Fuel cells
Gaussian distribution
Gaussian noise (electronic)
Hydrogen
Power management
Predictive control systems
Regression analysis
Supercapacitor
Control schemes
Electric bus
Energy
Gaussian process regression
Gaussian process regression compensation
Hybrid electric bus
Hydrogen fuel cells
Model-predictive control
Power sources
Transportation technology
HARNet: Hierarchical adaptive regression with location recovery for crowd counting
期刊论文
NEUROCOMPUTING, 2022, 卷号: 513, 页码: 329-340
作者:
Zheng, Zhe
;
Ni, Na
;
Xie, Guangping
;
Zhu, Aichun
;
Wu, Yingna
Adobe PDF(3598Kb)
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收藏
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浏览/下载:300/1
|
提交时间:2022/10/28
Convolutional neural networks
Location
Regression analysis
Signal sampling
Convolutional neural network
Crowd counting
Density map estimation
Density maps
Feature pyramid
Hierarchical adaptive regression
Location information
Location recovery
MAP estimation
Pyramid network
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