2期

最新文章

• Shakeel Gavioli-Akilagun's contribution to the Discussion of 'the Discussion Meeting on Probabilistic and statistical aspects of machine learning' AI翻译
  作者：Gavioli-Akilagun, Shakeel
  作者单位：University of London; London School Economics & Political Science
• Daniela Cialfi's contribution to the Discussion of 'the Discussion Meeting on Probabilistic and statistical aspects of machine learning' AI翻译
  作者：Cialfi, Daniela
  作者单位：Consiglio Nazionale delle Ricerche (CNR); Istituto dei Sistemi Complessi (ISC-CNR)
• Sam Power's contribution to the Discussion of 'the Discussion Meeting on Probabilistic and statistical aspects of machine learning' AI翻译
  作者：Power, Sam
  作者单位：University of Bristol
• Seconder of the vote of thanks and contribution to the Discussion of 'the Discussion Meeting on Probabilistic and statistical aspects of machine learning' AI翻译
  作者：Nemeth, Christopher
  作者单位：Lancaster University
• Proposer of the vote of thanks and contribution to the Discussion of 'the Discussion Meeting on Probabilistic and statistical aspects of machine learning' AI翻译
  作者：Wilkinson, Darren
  作者单位：Durham University
• Automatic change-point detection in time series via deep learning AI翻译
  作者：Li, Jie; Fearnhead, Paul; Fryzlewicz, Piotr; Wang, Tengyao
  作者单位：University of London; London School Economics & Political Science; Lancaster University
  摘要：Detecting change points in data is challenging because of the range of possible types of change and types of behaviour of data when there is no change. Statistically efficient methods for detecting a change will depend on both of these features, and it can be difficult for a practitioner to develop an appropriate detection method for their application of interest. We show how to automatically generate new offline detection methods based on training a neural network. Our approach is motivated b...
• Dean Bodenham and Niall Adams's contribution to the Discussion of 'the Discussion Meeting on Probabilistic and statistical aspects of machine learning' AI翻译
  作者：Li, Jie; Fearnhead, Paul; Fryzlewicz, Piotr; Wang, Tengyao
  作者单位：University of London; London School Economics & Political Science; Lancaster University
• Frederic Schoenberg and Weng Kee Wong's contribution to the Discussion of 'the Discussion Meeting on Probabilistic and statistical aspects of machine learning' AI翻译
  作者：Schoenberg, Frederic; Wong, Weng Kee
  作者单位：University of California System; University of California Los Angeles; University of California System; University of California Los Angeles
• Adaptive bootstrap tests for composite null hypotheses in the mediation pathway analysis AI翻译
  作者：He, Yinqiu; Song, Peter X-K; Xu, Gongjun
  作者单位：University of Wisconsin System; University of Wisconsin Madison; University of Michigan System; University of Michigan; University of Michigan System; University of Michigan
  摘要：Mediation analysis aims to assess if, and how, a certain exposure influences an outcome of interest through intermediate variables. This problem has recently gained a surge of attention due to the tremendous need for such analyses in scientific fields. Testing for the mediation effect (ME) is greatly challenged by the fact that the underlying null hypothesis (i.e. the absence of MEs) is composite. Most existing mediation tests are overly conservative and thus underpowered. To overcome this sig...
• Gilbert MacKenzie's contribution to the Discussion of 'the Discussion Meeting on Probabilistic and statistical aspects of machine learning' AI翻译
  作者：MacKenzie, Gilbert
  作者单位：University of Limerick; Ecole Nationale de la Statistique et de l'Analyse de l'Information (ENSAI)