Pub Date : 2026-01-08DOI: 10.1080/10618600.2025.2609641
Jordan Richards, Raphaël Huser
{"title":"Regression modelling of spatiotemporal extreme U.S. wildfires via partially-interpretable neural networks","authors":"Jordan Richards, Raphaël Huser","doi":"10.1080/10618600.2025.2609641","DOIUrl":"https://doi.org/10.1080/10618600.2025.2609641","url":null,"abstract":"","PeriodicalId":15422,"journal":{"name":"Journal of Computational and Graphical Statistics","volume":"186 1","pages":""},"PeriodicalIF":2.4,"publicationDate":"2026-01-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145920147","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-07DOI: 10.1080/10618600.2025.2611111
Raju Chowdhury, Neelesh S Upadhye
{"title":"Constrained Bayesian Optimization with Improvement Policy","authors":"Raju Chowdhury, Neelesh S Upadhye","doi":"10.1080/10618600.2025.2611111","DOIUrl":"https://doi.org/10.1080/10618600.2025.2611111","url":null,"abstract":"","PeriodicalId":15422,"journal":{"name":"Journal of Computational and Graphical Statistics","volume":"21 1","pages":""},"PeriodicalIF":2.4,"publicationDate":"2026-01-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145920149","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-07DOI: 10.1080/10618600.2025.2612629
William Consagra, Zhiling Gu, Zhengwu Zhang
{"title":"NeuroPMD: Neural Fields for Density Estimation on Product Manifolds","authors":"William Consagra, Zhiling Gu, Zhengwu Zhang","doi":"10.1080/10618600.2025.2612629","DOIUrl":"https://doi.org/10.1080/10618600.2025.2612629","url":null,"abstract":"","PeriodicalId":15422,"journal":{"name":"Journal of Computational and Graphical Statistics","volume":"29 1","pages":""},"PeriodicalIF":2.4,"publicationDate":"2026-01-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145920013","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-07DOI: 10.1080/10618600.2025.2610387
Sixuan Meng, Zhixia Yang, Junyou Ye, Xue Yang, Jieyu Yang
{"title":"Advanced Data Augmentation Methods in Neural Network for Functional Data Classification","authors":"Sixuan Meng, Zhixia Yang, Junyou Ye, Xue Yang, Jieyu Yang","doi":"10.1080/10618600.2025.2610387","DOIUrl":"https://doi.org/10.1080/10618600.2025.2610387","url":null,"abstract":"","PeriodicalId":15422,"journal":{"name":"Journal of Computational and Graphical Statistics","volume":"19 1","pages":""},"PeriodicalIF":2.4,"publicationDate":"2026-01-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145920148","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-07DOI: 10.1080/10618600.2025.2612246
Geonhee Han, Andrew Gelman
{"title":"Adaptive sequential Monte Carlo for structured cross validation in Bayesian hierarchical models","authors":"Geonhee Han, Andrew Gelman","doi":"10.1080/10618600.2025.2612246","DOIUrl":"https://doi.org/10.1080/10618600.2025.2612246","url":null,"abstract":"","PeriodicalId":15422,"journal":{"name":"Journal of Computational and Graphical Statistics","volume":"338 1","pages":""},"PeriodicalIF":2.4,"publicationDate":"2026-01-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145920015","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-05DOI: 10.1080/10618600.2025.2609645
Lucas Kock, Linda S. L. Tan, Prateek Bansal, David J. Nott
{"title":"Variational inference for hierarchical models with conditional scale and skewness corrections","authors":"Lucas Kock, Linda S. L. Tan, Prateek Bansal, David J. Nott","doi":"10.1080/10618600.2025.2609645","DOIUrl":"https://doi.org/10.1080/10618600.2025.2609645","url":null,"abstract":"","PeriodicalId":15422,"journal":{"name":"Journal of Computational and Graphical Statistics","volume":"16 1","pages":""},"PeriodicalIF":2.4,"publicationDate":"2026-01-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145920150","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-12-23DOI: 10.1080/10618600.2025.2606055
Liping Zhu, Yuling Jiao, Jian Huang, Erbo Li, Yifan Sun
{"title":"Unveil linear patterns of dependence via K -regression clustering","authors":"Liping Zhu, Yuling Jiao, Jian Huang, Erbo Li, Yifan Sun","doi":"10.1080/10618600.2025.2606055","DOIUrl":"https://doi.org/10.1080/10618600.2025.2606055","url":null,"abstract":"","PeriodicalId":15422,"journal":{"name":"Journal of Computational and Graphical Statistics","volume":"19 1","pages":""},"PeriodicalIF":2.4,"publicationDate":"2025-12-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145836182","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-12-22DOI: 10.1080/10618600.2025.2603582
Shahriar Hasnat Kazi, Niall Adams, Edward A. K. Cohen
{"title":"Online Spectral Density Estimation","authors":"Shahriar Hasnat Kazi, Niall Adams, Edward A. K. Cohen","doi":"10.1080/10618600.2025.2603582","DOIUrl":"https://doi.org/10.1080/10618600.2025.2603582","url":null,"abstract":"","PeriodicalId":15422,"journal":{"name":"Journal of Computational and Graphical Statistics","volume":"1 1","pages":""},"PeriodicalIF":2.4,"publicationDate":"2025-12-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145836185","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-12-22DOI: 10.1080/10618600.2025.2602521
Hsin-Hsiung Huang, Feng Yu, Kang Li, Teng Zhang
{"title":"Fréchet Sufficient Dimension Reduction for Metric Space-Valued Data via Distance Covariance","authors":"Hsin-Hsiung Huang, Feng Yu, Kang Li, Teng Zhang","doi":"10.1080/10618600.2025.2602521","DOIUrl":"https://doi.org/10.1080/10618600.2025.2602521","url":null,"abstract":"","PeriodicalId":15422,"journal":{"name":"Journal of Computational and Graphical Statistics","volume":"27 1","pages":""},"PeriodicalIF":2.4,"publicationDate":"2025-12-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145836181","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-12-08DOI: 10.1080/10618600.2025.2592768
Joseph Sartini, Xinkai Zhou, Liz Selvin, Scott Zeger, Ciprian M. Crainiceanu
{"title":"Fast Bayesian Functional Principal Components Analysis","authors":"Joseph Sartini, Xinkai Zhou, Liz Selvin, Scott Zeger, Ciprian M. Crainiceanu","doi":"10.1080/10618600.2025.2592768","DOIUrl":"https://doi.org/10.1080/10618600.2025.2592768","url":null,"abstract":"","PeriodicalId":15422,"journal":{"name":"Journal of Computational and Graphical Statistics","volume":"38 1","pages":""},"PeriodicalIF":2.4,"publicationDate":"2025-12-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145697001","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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