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检索条件"主题词=Inference algorithms"
5383 条 记 录,以下是171-180 订阅
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On-Street Parking Occupancy inference Based on Payment Transactions
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IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS 2022年 第8期23卷 10680-10691页
作者: Assemi, Behrang Paz, Alexander Baker, Douglas Queensland Univ Technol QUT Gardens Point Sch Architecture & Built Environm Brisbane Qld 4000 Australia Queensland Univ Technol QUT Gardens Point Sch Civil & Environm Engn Brisbane Qld 4000 Australia
A record of spatial and temporal parking occupancy is critical to optimize on-street parking resources and to develop effective parking policies. Such data are often obtained through advanced and costly occupancy moni... 详细信息
来源: 评论
Learned Factor Graphs for inference From Stationary Time Sequences
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IEEE TRANSACTIONS ON SIGNAL PROCESSING 2022年 70卷 366-380页
作者: Shlezinger, Nir Farsad, Nariman Eldar, Yonina C. Goldsmith, Andrea J. Ben Gurion Univ Negev Sch ECE IL-8400711 Beer Sheva Israel Ryerson Univ Dept CS Toronto ON M5B 2K3 Canada Weizmann Inst Sci Fac Math & CS IL-7610001 Rehovot Israel Princeton Univ Dept EE Princeton NJ 08544 USA
The design of methods for inference from time sequences has traditionally relied on statistical models that describe the relation between a latent desired sequence and the observed one. A broad family of model-based a... 详细信息
来源: 评论
Generalized Bilinear Factorization via Hybrid Vector Message Passing
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IEEE TRANSACTIONS ON SIGNAL PROCESSING 2024年 72卷 5675-5690页
作者: Jiang, Hao Yuan, Xiaojun Guo, Qinghua Univ Elect Sci & Technol China Natl Key Lab Wireless Commun Chengdu 611731 Peoples R China Univ Wollongong Sch Elect Comp & Telecommun Engn Wollongong NSW 2522 Australia
Generalized bilinear factorization (GBF), in which two matrices are recovered from noisy and typically compressed measurements of their product, arises in various applications such as blind channel-and-signal estimati... 详细信息
来源: 评论
inference-Based Posteriori Parameter Distribution Optimization
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IEEE TRANSACTIONS ON CYBERNETICS 2022年 第5期52卷 3006-3017页
作者: Wang, Xuesong Li, Tianyi Cheng, Yuhu Chen, C. L. Philip China Univ Min & Technol Engn Res Ctr Intelligent Control Underground Spac Minist Educ Xuzhou 221116 Jiangsu Peoples R China China Univ Min & Technol Xuzhou Key Lab Artificial Intelligence & Big Data Xuzhou 221116 Jiangsu Peoples R China China Univ Min & Technol Sch Informat & Control Engn Xuzhou 221116 Jiangsu Peoples R China Univ Macau Fac Sci & Technol Taipa 99999 Macau Sar Peoples R China South China Univ Technol Sch Comp Sci & Engn Guangzhou 510006 Peoples R China
Encouraging the agent to explore has always been an important and challenging topic in the field of reinforcement learning (RL). Distributional representation for network parameters or value functions is usually an ef... 详细信息
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Optimal Accuracy-Privacy Trade-Off of inference as Service
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IEEE TRANSACTIONS ON SIGNAL PROCESSING 2022年 70卷 4031-4046页
作者: Jin, Yulu Lai, Lifeng Univ Calif Davis Dept Elect & Comp Engn Davis CA 95616 USA
In this paper, we propose a general framework to provide a desirable trade-off between inference accuracy and privacy protection in the inference as service scenario (IAS). Instead of sending data directly to the serv... 详细信息
来源: 评论
Voxel RCNN-HA: A Point Cloud Multiobject Detection Algorithm With Hybrid Anchors for Autonomous Driving
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IEEE TRANSACTIONS ON TRANSPORTATION ELECTRIFICATION 2024年 第3期10卷 7286-7296页
作者: Wang, Hai Tao, Le Peng, Yiming Chen, Zhiyu Zhang, Yong Jiangsu Univ Sch Automot & Traff Engn Zhenjiang 212013 Peoples R China Nanjing Forestry Univ Sch Automot & Traff Engn Nanjing 212001 Peoples R China
The 3-D object detection using Lidar becomes essential for subsequent vehicle decision-making and planning as part of an intelligent vehicle perception system. Voxel region convolutional neural network (RCNN) is a two... 详细信息
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Joint Optimization of Measurement Point Intelligent Selection and End-to-End Network Traffic Calculation in Datacenters
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IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING 2024年 第3期11卷 2438-2449页
作者: Fan, Weibei Xiao, Fu Han, Lei He, Xin Wang, Junchang Nanjing Univ Posts & Telecommun Coll Comp Jiangsu High Technol Res Key Lab Wireless Sensor N Nanjing 210003 Peoples R China Jilin Univ Key Lab Symbol Computat & Knowledge Engn Minist Educ Jilin 130012 Peoples R China
The effective design and management of data centers needs to follow the end-to-end traffic characteristics of data center networks (DCNs). However, directly measuring the end-to-end traffic of the network requires hug... 详细信息
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On the Feasible Region of Efficient algorithms for Attributed Graph Alignment
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IEEE TRANSACTIONS ON INFORMATION THEORY 2024年 第5期70卷 3622-3639页
作者: Wang, Ziao Zhang, Ning Wang, Weina Wang, Lele Univ British Columbia Dept Elect & Comp Engn Vancouver BC V6T 1Z4 Canada Univ Oxford Dept Stat Oxford OX1 3LB England Carnegie Mellon Univ Dept Comp Sci Pittsburgh PA 15213 USA
Graph alignment aims at finding the vertex correspondence between two correlated graphs, a task that frequently occurs in graph mining applications such as social network analysis. Attributed graph alignment is a vari... 详细信息
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BIC-LP: A Hybrid Higher-Order Dynamic Bayesian Network Score Function for Gene Regulatory Network Reconstruction
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IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS 2024年 第1期21卷 188-199页
作者: Xin, Junchang Wang, Mingcan Qu, Luxuan Chen, Qi Wang, Weiyiqi Wang, Zhiqiong Northeastern Univ Sch Comp Sci & Engn Shenyang 110819 Liaoning Peoples R China Northeastern Univ Shenyang Key Lab Big Data Management & Analyt Liaoning Prov Shenyang 110819 Liaoning Peoples R China Northeastern Univ Coll Med & Biol Informat Engn Shenyang 110819 Liaoning Peoples R China
Reconstructing gene regulatory networks(GRNs) is an increasingly hot topic in bioinformatics. Dynamic Bayesian network(DBN) is a stochastic graph model commonly used as a vital model for GRN reconstruction. But probab... 详细信息
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Structured Sparse Bayesian Learning Based Multiuser Detectors for Uplink Grant-Free NOMA With Variable User Activities
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IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY 2024年 第6期73卷 9093-9097页
作者: Zhang, Xiaoxu Fan, Pingzhi Li, Li Hao, Li Zhou, Ziyang Southwest Jiaotong Univ Prov Key Lab Informat Coding & Transmiss Chengdu 611756 Peoples R China
In this work, we study the grant-free non-orthogonal multiple access (GF-NOMA) system to support the massive machine-type communications (mMTC), where the number of users is large, but normally, only a small portion o... 详细信息
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