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Multi-view multi-label personalized classification via generalized exclusive sparse tensor factorization
期刊论文
KNOWLEDGE AND INFORMATION SYSTEMS, 2025
作者:
Fei, Luhuan
;
Lin, Weijia
;
Wang, Jiankun
;
Sun, Lu
;
Kudo, Mineichi
Adobe PDF(1884Kb)
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收藏
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浏览/下载:16/1
|
提交时间:2025/06/09
Multi-label classification
Personalized learning
Exclusive sparse tensor factorization
Efficient Wireless Federated Learning Via Low-Rank Gradient Factorization
期刊论文
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2025, 卷号: 74, 期号: 4, 页码: 6811-6816
作者:
Mingzhao Guo
;
Dongzhu Liu
;
Osvaldo Simeone
;
Dingzhu Wen
Adobe PDF(820Kb)
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浏览/下载:248/59
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提交时间:2024/12/04
Benchmarking
Iterative methods
Jacobian matrices
Compression methods
Gradient factorization
Low rank compression
Low-rank matrices
Matrix factorizations
Over the airs
Over-the-air computation
Successive convex approximations
Wireless federated learning
Wireless systems
Symmetry-induced modulation of proton conductivity in Y-doped Ba(Zr,Ce)O
3
: insights from Raman spectroscopy
期刊论文
JOURNAL OF MATERIALS CHEMISTRY A, 2024, 卷号: 12, 期号: 21, 页码: 12599-12608
作者:
Yang, Yiming
;
Lu, Jiachen
;
Zhang, Xinyu
;
Shi, Yanuo
;
Du, Peng
Adobe PDF(1832Kb)
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浏览/下载:338/0
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提交时间:2024/05/14
Activation energy
Barium compounds
Electrolytes
Epitaxial films
Gallium compounds
Matrix algebra
Neodymium compounds
Perovskite
Proton conductivity
Raman spectroscopy
Zirconium compounds
Intermediate temperatures
Lows-temperatures
Nonnegative matrix factorization
Polycrystalline bulks
Proton conducting ceramic
Raman intensities
Raman signal
Surface enhanced Raman spectroscopy
Systematic study
Y-doped
Revealing the Distribution of Lithium Compounds in Lithium Dendrites by Four-Dimensional Electron Microscopy Analysis
期刊论文
NANO LETTERS, 2024, 卷号: 24, 期号: 8, 页码: 2537-2543
作者:
Wang, Zeyu
;
Zhai, Wenbo
;
Yu, Yi
Adobe PDF(8563Kb)
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收藏
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浏览/下载:234/1
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提交时间:2024/03/22
Crystal atomic structure
Electron diffraction
Electrons
High resolution transmission electron microscopy
Matrix algebra
Non-negative matrix factorization
Scanning electron microscopy
Solid electrolytes
Convergent beams
Electron microscopy analysis
Electron nanodiffraction
Large field of views
Lithium dendrite
Nonnegative matrix factorization
Scanning convergent beam electron diffraction
Scanning electron nanodiffraction
Scanning electrons
Solid electrolyte interphase
Low-Rank Gradient Compression with Error Feedback for MIMO Wireless Federated Learning
预印本
2024
作者:
Guo, Mingzhao
;
Liu, Dongzhu
;
Simeone, Osvaldo
;
Wen, Dingzhu
Adobe PDF(694Kb)
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收藏
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浏览/下载:203/1
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提交时间:2024/06/03
Wireless federated learning
gradient factorization
over-the-air computation
MIMO
Regionalized Infant Brain Cortical Development Based on Multi-view, High-Level fMRI Fingerprint
会议论文
INTERNATIONAL WORKSHOP ON MACHINE LEARNING IN MEDICAL IMAGING, Vancouver, BC, Canada, October 8, 2023 - October 8, 2023
作者:
Tao Tianli
;
Jiawei Huang
;
Feihong Liu
;
Mianxin Liu
;
Lianghu Guo
Adobe PDF(1599Kb)
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浏览/下载:285/1
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提交时间:2023/11/19
Functional neuroimaging
Non-negative matrix factorization
Brain atlas
Brain chart
Brain development
Brain parcellation
Connectomes
Functional connectome
Functional heterogeneity
Infant brain development
Multi-views
Regionalisation
Multi-Label Personalized Classification via Exclusive Sparse Tensor Factorization
会议论文
2023 IEEE INTERNATIONAL CONFERENCE ON DATA MINING (ICDM), Shanghai, China, 1-4 Dec. 2023
作者:
Weijia Lin
;
Jiankun Wang
;
Lu Sun
;
Mineichi Kudo
;
Keigo Kimura
Adobe PDF(784Kb)
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收藏
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浏览/下载:341/0
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提交时间:2023/11/22
Multi-Label Classification
Personalized Learning
Exclusive Sparse Tensor Factorization
Multiplicative Sparse Tensor Factorization for Multi-View Multi-Task Learning
会议论文
FRONTIERS IN ARTIFICIAL INTELLIGENCE AND APPLICATIONS, Krakow, Poland, September 30, 2023 - October 4, 2023
作者:
Wang, Xinyi
;
Sun, Lu
;
Nguyen, Canh Hao
;
Mamitsuka, Hiroshi
Adobe PDF(783Kb)
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收藏
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浏览/下载:588/208
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提交时间:2023/11/24
Factorization
Learning systems
Machine learning
Heterogeneous data
Learn+
Learning methods
Multi-views
Multiple tasks
Multiple views
Multitask learning
Predictive information
Sparse tensors
Tensor factorization
Generalized Discriminative Deep Non-Negative Matrix Factorization Based on Latent Feature and Basis Learning
会议论文
IJCAI INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE, Macao, China, August 19, 2023 - August 25, 2023
作者:
Yang, Zijian
;
Li, Zhiwei
;
Sun, Lu
Adobe PDF(498Kb)
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收藏
|
浏览/下载:285/0
|
提交时间:2023/09/22
Deep learning
Learning systems
Matrix algebra
'current
Base matrix
Data representations
Feature matrices
Learning process
Multilayer structures
Multiple factors
Nonnegative matrix factorization
Novel methods
Simple structures
Revealing the spatial and temporal distribution of different chemical states of lithium by EELS analysis using non-negative matrix factorization
期刊论文
MICRON, 2022, 卷号: 154
作者:
Wang, Zeyu
;
Yu, Yi
Adobe PDF(6152Kb)
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浏览/下载:485/2
|
提交时间:2022/01/28
Chemical detection
Clustering algorithms
Dissociation
Electron emission
Electron energy levels
Electron energy loss spectroscopy
Energy dissipation
High resolution transmission electron microscopy
Iterative methods
Least squares approximations
Lithium compounds
Matrix algebra
Non-negative matrix factorization
Analysis method
Chemical state
Factorization algorithms
High dimensional data
Iteration method
Matrix factorizations
Nonnegative matrix factorization
Physical significance
Spatial and temporal distribution
Temporal evolution
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