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检索条件"主题词=Expectation Maximization Algorithm"
643 条 记 录,以下是431-440 订阅
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Agnostic Learning of Mixed Linear Regressions with EM and AM algorithms  41
Agnostic Learning of Mixed Linear Regressions with EM and AM...
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41st International Conference on Machine Learning, ICML 2024
作者: Ghosh, Avishek Mazumdar, Arya Centre for Machine Intelligence for Data Sciences Indian Institute of Technology Bombay India Halıcıoğlu Data Science Institute University of California San Diego United States
Mixed linear regression is a well-studied problem in parametric statistics and machine learning. Given a set of samples, tuples of covariates and labels, the task of mixed linear regression is to find a small list of ... 详细信息
来源: 评论
Nonparametric Identification Modeling of Ship Manoeuvering Motion Based on Gaussian Mixture Model
Nonparametric Identification Modeling of Ship Manoeuvering M...
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2024 International Annual Conference on Complex Systems and Intelligent Science, CSIS-IAC 2024
作者: Jiao, Xuechao Ren, Junsheng Fan, Junhao Hu, Yu Dalian Maritime University Navigation College Dalian China
The dynamic simulation of the ship dynamics model using non-parametric identification can achieve high-precision simulation of the ship simulator and adaptive control of the intelligent *** order to reduce the error i... 详细信息
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Unveiling the Cycloid Trajectory of EM Iterations in Mixed Linear Regression  41
Unveiling the Cycloid Trajectory of EM Iterations in Mixed L...
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41st International Conference on Machine Learning, ICML 2024
作者: Luo, Zhankun Hashemi, Abolfazl School of Electrical and Computer Engineering Purdue University IN United States
We study the trajectory of iterations and the convergence rates of the expectation-maximization (EM) algorithm for two-component Mixed Linear Regression (2MLR). The fundamental goal of MLR is to learn the regression m... 详细信息
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Temporal Elections: Welfare, Strategyproofness, and Proportionality  27
Temporal Elections: Welfare, Strategyproofness, and Proporti...
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27th European Conference on Artificial Intelligence, ECAI 2024
作者: Elkind, Edith Neoh, Tzeh Yuan Teh, Nicholas University of Oxford United Kingdom Alan Turing Insitute United Kingdom Agency for Science Technology and Research Singapore
We investigate a model of sequential decision-making where a single alternative is chosen at each *** focus on two objectives-utilitarian welfare (UTIL) and egalitarian welfare (EGAL)-and consider the computational co... 详细信息
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Leveraging Quantum Artificial Intelligence for Intelligent Face Recognition on the Internet of Medical Things (IoMT) for Smart City Surveillance  1
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7th International Conference on Intelligent Computing and Optimization, ICO 2023
作者: Chengxi, Hong Rajawat, Anand Singh Goyal, S.B. Solanki, Ram Kumar Chengyi University College Jimei University Xiamen361021 China School of Computers Science & Engineering Sandip University Nashik422213 India Faculty of Information Technology City University Malaysia Petaling Jaya46100 Malaysia
Within the contemporary context of smart city infrastructures, the Internet of Medical Things (IoMT) has the capacity to instigate a revolution in urban monitoring. Despite recent advancements, conventional face recog... 详细信息
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Closing the Data Gap: A Comparative Study of Missing Value Imputation algorithms in Time Series Datasets  1
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7th Computational Methods in Systems and Software, CoMeSySo 2023
作者: Dolatabadi, Sepideh Hassankhani Budinská, Ivana Behmaneshpour, Rafe Gatial, Emil Institute of Informatics Slovak Academy of Sciences Bratislava Slovakia Rahbar Farayand Arya Company Department of Maintenance Bratislava Slovakia
The presence of missing values in time series datasets poses significant challenges for accurate data analysis and modeling. In this paper, we present a comparative study of missing value imputation algorithms applied... 详细信息
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Research on Language Recognition algorithms Based on Segment-Level Features and Automatic Identification  6
Research on Language Recognition Algorithms Based on Segment...
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6th International Conference on Artificial Intelligence and Computer Applications, ICAICA 2024
作者: Zu, Le Kang, Yong Gao, Jie He, Shanshan School of General Education Wannan Medical College Wuhu241002 China
Language recognition technology plays a crucial role in automated speech processing within multilingual environments, particularly under the globalized context where the increasing linguistic diversity poses higher de... 详细信息
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Structure-coupled Variational Bayesian Method for Building Layout Reconstruction
Structure-coupled Variational Bayesian Method for Building L...
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2024 Photonics and Electromagnetics Research Symposium, PIERS 2024
作者: Yin, Zixiang Zeng, Xiaolu Yang, Xiaopeng Liao, Jiancheng Gong, Junbo Beijing Institute of Technology Beijing100081 China Yangtze Delta Region Academy of Beijing Institute of Technology Jiaxing314001 China Beijing Institute of Technology Chongqing Innovation Center Chongqing401120 China
This paper presents a structure-coupled sparse Bayesian learning method for building layout reconstruction using through-the-wall radar. We characterize the azimuth continuity of the wall and two-dimensional extensibi... 详细信息
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Remaining Useful Life Prediction of Railway Balise Based on Wiener Process Under Varying Temperature Conditions  27
Remaining Useful Life Prediction of Railway Balise Based on ...
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27th IEEE International Conference on Intelligent Transportation Systems, ITSC 2024
作者: Li, Zhengjiao Zhao, Zishuo Liu, Jiang Cai, Baigen Lu, Debiao School of Automation and Intelligence Beijing Jiaotong University Beijing100044 China
The balise transmission system (BTS) plays a vital role in ensuring reliable ground communication of railway traffic. However, due to the natural loss of circuit operation, harsh working environment and high operating... 详细信息
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Adaptive Radar Detection in Compound-Gaussian Environments with Missing Data  2
Adaptive Radar Detection in Compound-Gaussian Environments w...
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2nd IEEE International Conference on Signal, Information and Data Processing, ICSIDP 2024
作者: Hao, Chenchen Rong, Yao Tang, Mengjiao Li, Fan Wang, Xin Yunnan University Yunnan Key Laboratory of Statistical Modeling and Data Analysis Kunming China Civil Aviation Flight University of China Key Laboratory of Flight Techniques and Flight Safety Guanghan China
This paper addresses adaptive radar detection in scenarios with incomplete observations due to measurement errors, sensor failures, or outliers, where the target is embedded in compound Gaussian clutter with unknown c... 详细信息
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