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检索条件"主题词=sampling-based inference"
5 条 记 录,以下是1-10 订阅
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Bridging physiological and perceptual views of autism by means of sampling-based Bayesian inference
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NETWORK NEUROSCIENCE 2022年 第1期6卷 196-212页
作者: Echeveste, Rodrigo Ferrante, Enzo Milone, Diego H. Samengo, Ines Sinc i FICH UNL CONICET Res Inst Signals Syst & Computat Intelligence Santa Fe Argentina CNEA UNCUYO CONICET Med Phys Dept San Carlos De Bariloche Rio Negro Argentina CNEA UNCUYO CONICET Balseiro Inst San Carlos De Bariloche Rio Negro Argentina
Theories for autism spectrum disorder (ASD) have been formulated at different levels, ranging from physiological observations to perceptual and behavioral descriptions. Understanding the physiological underpinnings of... 详细信息
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On nonparametric Bayesian inference for the distribution of a random sample
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CANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE 1995年 第4期23卷 411-420页
作者: Gelfand, AE Mukhopadhyay, S UNIV CONNECTICUT DEPT STATSTORRSCT 06269
The nonparametric Bayesian approach for inference regarding the unknown distribution of a random sample customarily assumes that this distribution is random and arises through Dirichlet-process mixing. Previous work w... 详细信息
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Rule Learning Through Active Inductive inference  21st
Rule Learning Through Active Inductive Inference
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21st Joint European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD)
作者: Erdmann, Tore Mathys, Christoph SISSA Via Bonomea 265 I-34356 Trieste Italy Aarhus Univ Interacting Minds Ctr Jens Chr Skous Vej 4 DK-8000 Aarhus Denmark Univ Zurich Inst Biomed Engn Translat Neuromodeling Unit TNU Wilfriedstr 6 CH-8032 Zurich Switzerland Swiss Fed Inst Technol Wilfriedstr 6 CH-8032 Zurich Switzerland
We propose a grammar-based approach to active inference based on hypothesis-driven rule learning where new hypotheses are generated on the fly. This contrasts with traditional approaches based on fixed hypothesis spac... 详细信息
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BAYESIAN-ANALYSIS OF ERRORS-IN-VARIABLES REGRESSION-MODELS
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BIOMETRICS 1995年 第3期51卷 1085-1095页
作者: DELLAPORTAS, P STEPHENS, DA UNIV LONDON IMPERIAL COLL SCI TECHNOL & MED DEPT MATHLONDON SW7 2BZENGLAND
Use of errors-in-variables models is appropriate in many practical experimental problems. However, inference based on such models is by no means straightforward. In previous analyses, simplifying assumptions have been... 详细信息
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Bayesian Online Change Detection of Multimode Processes With Application to Wind Turbines
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IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT 2024年 73卷 1页
作者: Xu, Jun Zhou, Jie Wang, Kaibo Tsinghua Univ Dept Ind Engn Beijing 100084 Peoples R China Goldwind Sci & Technol Co Ltd Beijing 100176 Peoples R China Tsinghua Univ Vanke Sch Publ Hlth Beijing 100084 Peoples R China
Online change detection of multimode processes is important for process monitoring and control, which aims to timely and accurately detect two types of changes: 1) mode changes and 2) parameter changes. However, the e... 详细信息
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