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检索条件"主题词=Inference Algorithms"
5383 条 记 录,以下是1-10 订阅
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inference algorithms for Probabilistic Models with Applications in Epidemiology and Space Weather Forecasting
Inference Algorithms for Probabilistic Models with Applicati...
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作者: Iong, Daniel University of Michigan
学位级别:Ph.D., Doctor of Philosophy
Probabilistic models are able to encode our beliefs about underlying data generating mechanisms through distributional assumptions about model parameters and latent, or hidden, variables. Probabilistic models have had... 详细信息
来源: 评论
FlashSchema: Achieving High Quality XML Schemas with Powerful inference algorithms and Large-scale Schema Data
FlashSchema: Achieving High Quality XML Schemas with Powerfu...
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International Conference on Data Engineering
作者: Yeting Li Jialun Cao Haiming Chen Tingjian Ge Zhiwu Xu Qiancheng Peng State Key Laboratory of Computer Science Institute of Software Chinese Academy of Sciences Beijing China The Hong Kong University of Science and Technology Hong Kong China University of Massachusetts Lowell United States College of Computer Science and Software Engineering Shenzhen University Shenzhen China
Getting high quality XML schemas to avoid or reduce application risks is an important problem in practice, for which some important aspects have yet to be addressed satisfactorily in existing work. In this paper, we p... 详细信息
来源: 评论
A Model of Multi-Cascade Fuzzy Logic Controller Implemented Using Different Variations of inference algorithms
A Model of Multi-Cascade Fuzzy Logic Controller Implemented ...
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International Multi-Conference on Industrial Engineering and Modern Technologies (FarEastCon)
作者: S.P. Cherniy A.V. Buzikayeva A.S. Gudim Federal State-financed Educational Institution of Higher Professional Learning “Komsomolsk-on-Amur State Technical University” Komsomolsk-on-Amur Russia
In the present work, the directions for expanding the intellectual capabilities of fuzzy control systems of complex technological objects are shown. Often, the operation of the control object is carried out either in ... 详细信息
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inference algorithms for the Multiplicative Mixture Mallows Model
Inference Algorithms for the Multiplicative Mixture Mallows ...
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International Conference on Signal Processing and Communications, SPCOM
作者: Ranjitha Prasad Vincent Y. F. Tan TCS Innovation Labs Delhi India National University of Singapore Singapore
A popular approach to obtain a consensus ranking from ranking data is based on the probabilistic, distance-based Mallows model comprising of a modal permutation and dispersion parameters. Often, the population consist... 详细信息
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Review of Trends in Topic Modeling Techniques, Tools, inference algorithms and Applications
Review of Trends in Topic Modeling Techniques, Tools, Infere...
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International Conference on Soft Computing and Machine Intelligence (ISCMI)
作者: Christine K. Mulunda Peter W. Wagacha Lawrence Muchemi School of Computing and Informatics University of Nairobi Nairobi Kenya
Topic modeling algorithms discover latent abstract topics in large volumes of data. The choice of inference algorithm determines the kind of solution the topic models will provide. inference algorithms aim at fast con... 详细信息
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Offloading algorithms for Maximizing inference Accuracy on Edge Device in an Edge Intelligence System
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IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS 2023年 第7期34卷 2025-2039页
作者: Fresa, Andrea Champati, Jaya Prakash IMDEA Networks Inst Edge Networks Grp Madrid 28918 Spain
With the emergence of edge computing, the problem of offloading jobs between an Edge Device (ED) and an Edge Server (ES) received significant attention in the past. Motivated by the fact that an increasing number of a... 详细信息
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An Attack-Defense Game-Based Reinforcement Learning Privacy-Preserving Method Against inference Attack in Double Auction Market
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IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING 2025年 22卷 9075-9089页
作者: Li, Donghe Hu, Chunlin Yang, Qingyu Ma, Yuhao Zhang, Feiye An, Dou Xi An Jiao Tong Univ Sch Automat Sci & Engn Xian 710049 Peoples R China Xi An Jiao Tong Univ MOE Key Lab Intelligent Networks & Network Secur Xian 710049 Peoples R China Xi An Jiao Tong Univ SKLMSE Lab Xian 710049 Peoples R China Xi An Jiao Tong Univ Sch Automat Sci & Engn Xian 710049 Peoples R China
Auction mechanism, as a fair and efficient resource allocation method, has been widely used in varieties trading scenarios, such as advertising, crowdsensoring and spectrum. However, in addition to obtaining higher pr... 详细信息
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Joint Optimization of Device Placement and Model Partitioning for Cooperative DNN inference in Heterogeneous Edge Computing
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IEEE TRANSACTIONS ON MOBILE COMPUTING 2025年 第1期24卷 210-226页
作者: Dai, Penglin Han, Biao Li, Ke Xu, Xincao Xing, Huanlai Liu, Kai Southwest Jiaotong Univ Sch Comp & Artificial Intelligence Chengdu 611756 Peoples R China Univ Elect Sci & Technol China Shenzhen Inst Adv Study Chengdu 610051 Peoples R China Chongqing Univ Coll Comp Sci Chongqing 400040 Peoples R China
EdgeAI represents a compelling approach for deploying DNN models at network edge through model partitioning. However, most existing partitioning strategies have primarily concentrated on homogeneous environments, negl... 详细信息
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Distributed Collaborative inference System in Next-Generation Networks and Communication
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IEEE TRANSACTIONS ON COGNITIVE COMMUNICATIONS AND NETWORKING 2025年 第2期11卷 923-932页
作者: Zhang, Chuan Zheng, Xixi Tao, Xiaolong Hu, Chenfei Zhang, Weiting Zhu, Liehuang Beijing Inst Technol Sch Cyberspace Sci & Technol Beijing 100081 Peoples R China Minist Educ China Key Lab Cyberspace Secur Zhengzhou 450001 Peoples R China Beijing Jiaotong Univ Sch Elect & Informat Engn Beijing 100044 Peoples R China
With the rapid advancement of artificial intelligence, generative artificial intelligence (GAI) has taken a leading role in transforming data processing methods. However, the high computational demands of GAI present ... 详细信息
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A 4.69-TOPS/W Training, 2.34-μJ/Image inference On-Chip Training Accelerator With inference-Compatible Backpropagation and Design Space Exploration in 28-nm CMOS
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IEEE JOURNAL OF SOLID-STATE CIRCUITS 2025年 第1期60卷 298-307页
作者: Qian, Junyi Ge, Haitao Lu, Yicheng Shan, Weiwei Southeast Univ Sch Integrated Circuits Nanjing 210096 Peoples R China
On-chip training (OCT) accelerators improve personalized recognition accuracy while ensuring user privacy. However, previous OCT accelerators often required significant additional hardware costs to support retraining,... 详细信息
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