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On the locality of the natural gradient for learning in deep Bayesian networks 关于深度贝叶斯网络中用于学习的自然梯度的局部性
Information geometry Pub Date : 2020-11-24 DOI: 10.1007/s41884-020-00038-y
N. Ay
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引用次数: 7
The dually flat structure for singular models 奇异模型的双平面结构
Information geometry Pub Date : 2020-11-23 DOI: 10.1007/s41884-021-00044-8
Naomichi Nakajima, T. Ohmoto
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引用次数: 11
1-Conformal geometry of quasi statistical manifolds 1-拟统计流形的保形几何
Information geometry Pub Date : 2020-10-07 DOI: 10.1007/s41884-020-00036-0
Keisuke Haba
{"title":"1-Conformal geometry of quasi statistical manifolds","authors":"Keisuke Haba","doi":"10.1007/s41884-020-00036-0","DOIUrl":"https://doi.org/10.1007/s41884-020-00036-0","url":null,"abstract":"","PeriodicalId":93762,"journal":{"name":"Information geometry","volume":"4 1","pages":"159 - 176"},"PeriodicalIF":0.0,"publicationDate":"2020-10-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1007/s41884-020-00036-0","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46340739","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 5
High dimensional nuisance parameters: an example from parametric survival analysis 高维滋扰参数：参数生存分析的一个例子
Information geometry Pub Date : 2020-08-09 DOI: 10.1007/s41884-020-00030-6
H. Battey, D. R. Cox
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引用次数: 5
Entropy-regularized 2-Wasserstein distance between Gaussian measures 高斯测度之间的熵正则化2-Wasserstein距离
Information geometry Pub Date : 2020-06-05 DOI: 10.1007/s41884-021-00052-8
Anton Mallasto, Augusto Gerolin, H. Q. Minh
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引用次数: 36
Cramér–Rao lower bounds arising from generalized Csiszár divergences 广义Csiszár散度引起的cram<s:1> - rao下界
Information geometry Pub Date : 2020-06-01 DOI: 10.1007/s41884-020-00029-z
M. Ashok Kumar, Kumar Vijay Mishra
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引用次数: 5
A characterization of the alpha-connections on the statistical manifold of normal distributions 正态分布统计流形上α连接的一个特征
Information geometry Pub Date : 2020-05-28 DOI: 10.1007/s41884-020-00037-z
H. Furuhata, J. Inoguchi, Shimpei Kobayashi
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引用次数: 8
Optimal transport natural gradient for statistical manifolds with continuous sample space 具有连续样本空间的统计流形的最佳传输自然梯度
Information geometry Pub Date : 2020-05-11 DOI: 10.1007/s41884-020-00028-0
Yifan Chen, Wuchen Li
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引用次数: 0
Assignment flows for data labeling on graphs: convergence and stability 图上数据标注的赋值流程:收敛性和稳定性
Information geometry Pub Date : 2020-02-26 DOI: 10.1007/s41884-021-00060-8
Artjom Zern, Alexander Zeilmann, C. Schnörr
{"title":"Assignment flows for data labeling on graphs: convergence and stability","authors":"Artjom Zern, Alexander Zeilmann, C. Schnörr","doi":"10.1007/s41884-021-00060-8","DOIUrl":"https://doi.org/10.1007/s41884-021-00060-8","url":null,"abstract":"","PeriodicalId":93762,"journal":{"name":"Information geometry","volume":"5 1","pages":"355-404"},"PeriodicalIF":0.0,"publicationDate":"2020-02-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43266037","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 12
Bures–Wasserstein geometry for positive-definite Hermitian matrices and their trace-one subset 正定厄米矩阵及其迹一子集的Bures-Wasserstein几何
Information geometry Pub Date : 2020-01-21 DOI: 10.1007/s41884-022-00069-7
J. Oostrum
{"title":"Bures–Wasserstein geometry for positive-definite Hermitian matrices and their trace-one subset","authors":"J. Oostrum","doi":"10.1007/s41884-022-00069-7","DOIUrl":"https://doi.org/10.1007/s41884-022-00069-7","url":null,"abstract":"","PeriodicalId":93762,"journal":{"name":"Information geometry","volume":"5 1","pages":"405-425"},"PeriodicalIF":0.0,"publicationDate":"2020-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43809750","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
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