A class of mixture of experts models for general insurance: Theoretical developments
Sign Up to like & getrecommendations! Published in 2019 at "Insurance: Mathematics and Economics"
DOI: 10.1016/j.insmatheco.2019.09.007
Abstract: Abstract In the Property and Casualty (PC and Expert functions, which govern the distributional properties of the claims. Also, upon the development of denseness theory in regression setting, we can heuristically interpret the LRMoE as… read more here.
Keywords: experts models; insurance; models general; general insurance ... See more keywords
Video Relationship Detection Using Mixture of Experts
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Access"
DOI: 10.1109/access.2023.3257280
Abstract: Machine comprehension of visual information from images and videos by neural networks suffers from two limitations: (1) the computational and inference gap in vision and language to accurately determine which object a given agent acts… read more here.
Keywords: relationship detection; relationship; visual relationship; mixture experts ... See more keywords
Pertinent Multigate Mixture-of-Experts-Based Prestack Three-Parameter Seismic Inversion
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Geoscience and Remote Sensing"
DOI: 10.1109/tgrs.2022.3208226
Abstract: Seismic inversion is a method used to identify the spatial structure and obtain the physical properties of underground strata by processing seismic data. As a data-driven approach, deep learning (DL) is widely used in prestack… read more here.
Keywords: three parameter; mixture experts; inversion; prestack three ... See more keywords
Modeling Task Relationships in Multivariate Soft Sensor With Balanced Mixture-of-Experts
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Industrial Informatics"
DOI: 10.1109/tii.2022.3202909
Abstract: Accurate estimation of multiple quality variables is critical for building industrial soft sensor models, which have long been confronted with data efficiency and negative transfer issues. Methods sharing backbone parameters among tasks address the data… read more here.
Keywords: balanced mixture; mixture; soft sensor; mixture experts ... See more keywords
Steered Mixture-of-Experts for Light Field Images and Video: Representation and Coding
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Multimedia"
DOI: 10.1109/tmm.2019.2932614
Abstract: Research in light field (LF) processing has heavily increased over the last decade. This is largely driven by the desire to achieve the same level of immersion and navigational freedom for camera-captured scenes as it… read more here.
Keywords: coding; light field; mixture experts; images video ... See more keywords
A Sparse Mixture-of-Experts Model With Screening of Genetic Associations to Guide Disease Subtyping
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Genetics"
DOI: 10.3389/fgene.2022.859462
Abstract: Motivation: Identifying new genetic associations in non-Mendelian complex diseases is an increasingly difficult challenge. These diseases sometimes appear to have a significant component of heritability requiring explanation, and this missing heritability may be due to… read more here.
Keywords: disease subtyping; disease; sparse mixture; genetic associations ... See more keywords