贝叶斯在深度学习和词典学习中的应用

ESAIM: Proceedings and Surveys Pub Date : 2023-11-01 DOI:10.1051/proc/202374090

Julyan Arbel, Hong-Phuong Dang, Clément Elvira, Cédric Herzet, Zacharie Naulet, M. Vladimirova

{"title":"贝叶斯在深度学习和词典学习中的应用","authors":"Julyan Arbel, Hong-Phuong Dang, Clément Elvira, Cédric Herzet, Zacharie Naulet, M. Vladimirova","doi":"10.1051/proc/202374090","DOIUrl":null,"url":null,"abstract":"This article summarizes some recent works and associated challenges in the field of Bayesian statistics that were presented during the Journées MAS 2020. The goal of the session was to give an overview of the many aspects of Bayesian statistics investigated by young researchers of the community.","PeriodicalId":505884,"journal":{"name":"ESAIM: Proceedings and Surveys","volume":"10 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2023-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Bayes in action in deep learning and dictionary learning\",\"authors\":\"Julyan Arbel, Hong-Phuong Dang, Clément Elvira, Cédric Herzet, Zacharie Naulet, M. Vladimirova\",\"doi\":\"10.1051/proc/202374090\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This article summarizes some recent works and associated challenges in the field of Bayesian statistics that were presented during the Journées MAS 2020. The goal of the session was to give an overview of the many aspects of Bayesian statistics investigated by young researchers of the community.\",\"PeriodicalId\":505884,\"journal\":{\"name\":\"ESAIM: Proceedings and Surveys\",\"volume\":\"10 1\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-11-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"ESAIM: Proceedings and Surveys\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1051/proc/202374090\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"ESAIM: Proceedings and Surveys","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1051/proc/202374090","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}

引用次数: 0

摘要

本文总结了在 "Journées MAS 2020 "期间发表的贝叶斯统计领域的一些最新研究成果和相关挑战。该会议的目的是概述贝叶斯统计领域年轻研究人员所研究的诸多方面。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

查看原文

微信好友朋友圈 QQ好友复制链接

本刊更多论文

Bayes in action in deep learning and dictionary learning

This article summarizes some recent works and associated challenges in the field of Bayesian statistics that were presented during the Journées MAS 2020. The goal of the session was to give an overview of the many aspects of Bayesian statistics investigated by young researchers of the community.

求助全文

通过发布文献求助，成功后即可免费获取论文全文。去求助

来源期刊

ESAIM: Proceedings and Surveys

自引率

0.00%

发文量

期刊最新文献

Ultra-weak variational formulation for heterogeneous Maxwell problem in the context of high performance computing Recent progress on limit theorems for large stochastic particle systems On convex numerical schemes for inelastic contacts with friction Journées SMAI 2021 - Editors’ word Some recent advances on the method of moments in kinetic theory