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Structured IB: Improving Information Bottleneck with Structured Feature Learning
会议论文
PROCEEDINGS OF THE AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, Philadelphia, PA, United states, February 25, 2025 - March 4, 2025
作者:
Yang, Hanzhe
;
Wu, Youlong
;
We, Dingzhu
;
Zhou, Yong
;
Shi, Yuanming
Adobe PDF(486Kb)
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收藏
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浏览/下载:7/1
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提交时间:2025/06/17
Cluster analysis
Deep neural networks
Digital arithmetic
Document Clustering
Feature learning
Generalisation
Images segmentations
Information bottleneck
Information bottleneck principles
Interpretability
Lagrangian methods
Neural-networks
Structured information
Information Bottleneck
Representation Learning
Information Theory
Machine Learning
Application of principal component analysis and clustering methods in the discrimination of parameters in HgCdTe crystals
期刊论文
HONGWAI YU HAOMIBO XUEBAO/JOURNAL OF INFRARED AND MILLIMETER WAVES, 2024, 卷号: 43, 期号: 4, 页码: 490-496
作者:
Wu, Jia-Hao
;
Qiao, Hui
;
Li, Xiang-Yang
Adobe PDF(2211Kb)
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收藏
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浏览/下载:204/1
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提交时间:2024/09/20
Cadmium alloys
Network security
Single crystals
Clustering analysis
Clustering methods
Crystal data
Crystal parameter selection
Crystal parameters
HgCdTe
Parameter selection
PCA method
Principal component analysis method
Principal-component analysis
Grouped Multi-Task Learning with Hidden Tasks Enhancement
会议论文
FRONTIERS IN ARTIFICIAL INTELLIGENCE AND APPLICATIONS, Krakow, Poland, September 30, 2023 - October 4, 2023
作者:
Jin, Jiachun
;
Wang, Jiankun
;
Sun, Lu
;
Zheng, Jie
;
Kudo, Mineichi
Adobe PDF(599Kb)
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收藏
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浏览/下载:520/214
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提交时间:2023/11/24
Clustering algorithms
Learning systems
Machine learning
Generalization performance
Learning methods
Multitask learning
Parameter learning
Parameter spaces
Prediction performance
Prediction tasks
Subspace clustering
Unified framework
Within clusters
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:480/2
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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
An Outlier Cleaning Algorithm Based on Deep Learning
期刊论文
电子与信息学报, 2022, 卷号: 44, 期号: 2, 页码: 507-513
作者:
Kuang, Junqian
;
Zhao, Chang
;
Yang, Liu
;
Wang, Haifeng
;
Qian, Hua
Adobe PDF(2072Kb)
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收藏
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浏览/下载:352/0
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提交时间:2022/03/11
Big data
Cleaning
Internet of things
Iterative methods
Shrinkage
Abnormal data
Clustering methods
Data cleaning
Data quality
Internet of thing
Iterative shrinkage-thresholding algorithm
Iterative shrinkagethresholding algorithms
Outlier cleaning
Spatio-temporal data
Unfoldings
Dual Principal Component Pursuit for Learning a Union of Hyperplanes: Theory and Algorithms
会议论文
24TH INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND STATISTICS (AISTATS), ELECTR NETWORK, APR 13-15, 2021
作者:
Ding, Tianyu
;
Zhu, Zhihui
;
Tsakiris, Manolis
;
Vidal, Rene
;
Robinson, Daniel
Adobe PDF(1843Kb)
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收藏
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浏览/下载:426/1
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提交时间:2021/08/27
Artificial intelligence
Clustering algorithms
Geometry
Probability distributions
Vectors
Clustering methods
Dimensional subspace
High-dimensional
Higher-dimensional
Low dimensional
Normal vector
Principal Components
State of the art
Subspace clustering
Theoretical guarantees
Joint prediction and time estimation of COVID-19 developing severe symptoms using chest CT scan
期刊论文
MEDICAL IMAGE ANALYSIS, 2021, 卷号: 67
作者:
Zhu, Xiaofeng
;
Song, Bin
;
Shi, Feng
;
Chen, Yanbo
;
Hu, Rongyao
Adobe PDF(1420Kb)
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收藏
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浏览/下载:543/1
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提交时间:2020/12/04
Classification (of information)
Clustering algorithms
Diagnosis
Forecasting
Patient treatment
Regression analysisClassification tasks
Comparison methods
Computed tomography scan
Correlation coefficient
Disease progression
Experimental analysis
High dimensional data
Sparsity regularizations
Iterative greedy user clustering algorithm for D2D-relay in vehicular communication systems
期刊论文
IET MICROWAVES ANTENNAS & PROPAGATION, 2019, 卷号: 13, 期号: 8, 页码: 1087-1095
作者:
Wang, Zhenyu
;
Zhou, Ting
;
Xu, Tianheng
;
Hu, Honglin
Adobe PDF(2004Kb)
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收藏
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浏览/下载:539/1
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提交时间:2019/07/10
cooperative communication
iterative methods
resource allocation
greedy algorithms
computational complexity
cellular radio
wireless channels
relay networks (telecommunication)
vehicular ad hoc networks
nonlinear programming
vehicular wireless channels
greedy user clustering algorithm
vehicular communication systems
wireless services
cellular networks
mobile users
traditional pairwise cooperation
cluster-wise cooperation
intelligent transportation
vehicular scenario
clustering scheme
system resources
nonlinear binary programming problem
device-to-device communications
spectral power efficiency
iterative greedy user clustering
suboptimal algorithm IGUC
D2D-relay clustering network
noncooperative uplink system
Finite-Time-Consensus-Based Methods for Distributed optimization
会议论文
2019 CHINESE CONTROL CONFERENCE (CCC), Guangzhou, China, 27-30 July 2019
作者:
Qu, Zhihai
;
Wu, Xuyang
;
Lu, Jie
Adobe PDF(190Kb)
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收藏
|
浏览/下载:542/1
|
提交时间:2019/11/27
Optimization methods
Newton method
Convergence
Clustering algorithms
Linear programming
Computational efficiency
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