云南高校图书馆联盟文献共享服务平台- CANDECOMP

CANDECOMP: 作品数：10被引量：10H指数：2; 导出分析报告; 相关领域：电子电信自动化与计算机技术更多>>; 相关作者：赵广社何坤刘昶张健周激流更多>>; 相关机构：西安交通大学清华大学四川大学成都大学更多>>; 相关期刊：《Acta Mathematica Sinica,English Series》《Science China(Technological Sciences)》《电子科技大学学报》《农村经济与科技》更多>>; 相关基金：国家自然科学基金四川省自然科学基金河北省高等学校科学技术研究指导项目更多>>

Variational Bayesian Tensor Quantile Regression: 《Acta Mathematica Sinica,English Series》2025年第2期733-756,共24页Yunzhi Jin Yanqing Zhang; Supported by National Key R&D Program of China(Grant No.102022YFA1003701);National Natural Science Foundation of China(Grant No.12271472,12231017,12001479);Natural Science Foundation of Yunnan Province(Grant No.202101AU070073,202201AT070101)。; Quantile regression is widely used in variable relationship research for statistical learning.Traditional quantile regression model is based on vector-valued covariates and can be efficiently estimated via traditional...; 关键词：Asymmetric Laplace model CANDECOMP PARAFAC decomposition matricization tensor quantile regression variational Bayesian

Efficient Nonnegative Tensor Decomposition Using Alternating Direction Proximal Method of Multipliers: 《Chinese Journal of Electronics》2024年第5期1308-1316,共9页Deqing WANG Guoqiang HU; supported by the State Key Laboratory of Robotics(Grant No.2023-Z04)'the Natural Science Foundation of Liaoning Province(Grant No.2022-BS-029).; Nonnegative CANDECOMP/PARAFAC(NCP)tensor decomposition is a powerful tool for multiway signal processing.The alternating direction method of multipliers(ADMM)optimization algorithm has become increasingly popular for ...; 关键词：Tensor decomposition Nonnegative CANDECOMP/PARAFAC Alternating direction proximal method of multipliers Proximal algorithm Sparse regularization

Tensor Decomposition-Based Channel Estimation and Sensing for Millimeter Wave MIMO-OFDM V2I Systems: 《ZTE Communications》2024年第3期56-68,共13页WANG Jilin ZENG Xianlong YANG Yonghui PENG Lin LI Lingxiang; An integrated sensing and communication(ISAC)scheme for a millimeter wave(mmWave)multiple-input multiple-output orthogonal frequency division multiplexing(MIMO-OFDM)Vehicle-to-Infrastructure(V2I)system is presented,in...; 关键词：MIMO-OFDM Vehicle-to-Infrastructure(V2I)systems ISAC time-varying channel estimation CANDECOMP/PARAFAC(CP)decomposition

基于谱共轭梯度法的张量CP分解: 《杭州电子科技大学学报（自然科学版）》2023年第4期90-96,共7页王玉虎王洁; 国家自然科学基金资助项目(11901549)。; 针对张量CANDECOMP/PARAFAC(CP)分解问题,提出一种高效的求解算法。首先,将张量CP分解问题转化为无约束优化问题;其次,结合谱梯度法和非线性共轭梯度法的思想,设计了一种基于谱共轭梯度法的优化算法。数值实验结果表明,在保持相同精度...; 关键词：张量分解 CANDECOMP/PARAFAC分解无约束优化谱共轭梯度法

KCPNet:张量分解的轻量卷积模块设计、部署与应用被引量：3: 《西安交通大学学报》2022年第3期135-146,共12页王鼎衡赵广社姚满李国齐; 国家自然科学基金资助项目(61876215)。; 为解决现有卷积模块在实际应用中内存消耗高、计算效率低的问题,在Kronecker CANDECOMP/PARAFAC(KCP)张量分解的基础上,提出一种轻量、高效、瓶颈结构的卷积模块(KCPNet)。对普通卷积作2阶KCP分解,生成的因子张量分别映射为两层负责输...; 关键词：张量分解 Kronecker CANDECOMP/PARAFAC张量分解轻量卷积模块并行部署手势识别

An inexact alternating proximal gradient algorithm for nonnegative CP tensor decomposition被引量：2: 《Science China(Technological Sciences)》2021年第9期1893-1906,共14页WANG DeQing CONG FengYu; This work was supported by the National Natural Science Foundation of China(Grant No.91748105);the National Foundation in China(Grant Nos.JCKY2019110B009 and 2020-JCJQ-JJ-252);the Fundamental Research Funds for the Central Universities(Grant Nos.DUT20LAB303 and DUT20LAB308)in Dalian University of Technology in China;the scholarship from China Scholarship Council(Grant No.201600090043)。; Nonnegative tensor decomposition has become increasingly important for multiway data analysis in recent years. The alternating proximal gradient(APG) is a popular optimization method for nonnegative tensor decompositi...; 关键词：tensor decomposition nonnegative CANDECOMP/PARAFAC block coordinate descent alternating proximal gradient inexact scheme

Multidimensional clinical data denoising via Bayesian CP factorization被引量：3: 《Science China(Technological Sciences)》2020年第2期249-254,共6页CUI GaoChao ZHU Li GUI LiHua ZHAO QiBin ZHANG JianHai CAO JianTing; supported by the JSPS KAKENHI,Japan(Grant Nos.17K00326 and 18K04178);the National Natural Science Foundation of China(Grant Nos.61773129,61633010);the JST CREST,Japan(Grant No.JPMJCR1784)。; CANDECOMP/PARAFAC(CP) tensor factorization is an efficient technique for incomplete tensor-data processing through capturing the multilinear latent factors. Based on the incorporate a sparsity-inducing prior over mult...; 关键词：electroencephalogram(EEG) magnetic resonance imaging(MRI) BAYESIAN tensor FACTORIZATION CANDECOMP/PARAFAC(CP)

秩优化的张量岭回归算法: 《农村经济与科技》2016年第8期205-205,207,共2页张建光刘洁晶石龙; 河北省高等学校科学研究计划项目(编号:QN2015317);衡水市社会发展研究课题(编号:2016048); 本文基于张量CP(CANDECOMP/PARAFAC)分解提出了秩优化的张量岭回归模型。通过模型中引入结构性稀疏项L_((2,1))-范数,可以在模型参数训练过程中自动选择CP分解的秩,得到准确的张量分解形式。为了验证本文算法的有效性,在2个多媒体数据...; 关键词：张量 CP(CANDECOMP/PARAFAC)分解 L(2 1)-范数

基于张量分解的多声道音频恢复方法: 《北京理工大学学报》2015年第11期1183-1188,共6页杨立东王晶赵毅谢湘匡镜明; 国家自然科学基金资助项目(61473041;11461141004);内蒙古高校科研项目(NJZY13139); 为恢复多声道音频在采集过程中丢失的数据,提出基于加权优化的张量分解方法.首先用张量对音频建模,并且根据其尺寸定义一个标识数据丢失位置的加权张量,然后使用加权最小二乘问题描述CANDECOMP/PARAFAC(CP)模型并通过一阶优化算法求解,...; 关键词：音频恢复张量分解因子矩阵 CANDECOMP/PARAFAC模型

正交非负CP分解的图像表示和识别被引量：2: 《电子科技大学学报》2011年第6期905-910,共6页刘昶周激流何坤张健; 四川省科技厅项目(2010JQ0032); 提出了一种正交非负CP分解算法。将图像库视为三阶张量,进行非负分解,并对非负因子增加了正交约束,保证了图像低维表示的非负性。实验结果表明,较之其他非负分解算法,正交非负CP算法通过增加基图像的正交约束,减少了基图像的冗余性,进...; 关键词：表情识别非负CANDECOMP/PARAFAC分解正交约束稀疏表示张量分解

CANDECOMP