Zobrazeno 1 - 10
of 79
pro vyhledávání: '"Holmes, Christopher C."'
Publikováno v:
IEEE International Conference on Big Data 2020: Machine Learning on Big Data
In semi-supervised learning for classification, it is assumed that every ground truth class of data is present in the small labelled dataset. Many real-world sparsely-labelled datasets are plausibly not of this type. It could easily be the case that
Externí odkaz:
http://arxiv.org/abs/1901.08560
Hidden Markov models (HMMs) are one of the most widely used statistical methods for analyzing sequence data. However, the reporting of output from HMMs has largely been restricted to the presentation of the most-probable (MAP) hidden state sequence,
Externí odkaz:
http://arxiv.org/abs/1311.1189
Publikováno v:
Annals of Applied Statistics 2013, Vol. 7, No. 3, 1814-1835
This paper is concerned with statistical methods for the segmental classification of linear sequence data where the task is to segment and classify the data according to an underlying hidden discrete state sequence. Such analysis is commonplace in th
Externí odkaz:
http://arxiv.org/abs/1007.4532
We present a case-study on the utility of graphics cards to perform massively parallel simulation of advanced Monte Carlo methods. Graphics cards, containing multiple Graphics Processing Units (GPUs), are self-contained parallel computational devices
Externí odkaz:
http://arxiv.org/abs/0905.2441
Autor:
Drovandi, Christopher C., Holmes, Christopher C., McGree, James M., Mengersen, Kerrie, Richardson, Sylvia, Ryan, Elizabeth G.
Publikováno v:
Statistical Science, 2017 Aug 01. 32(3), 385-404.
Externí odkaz:
https://www.jstor.org/stable/26408298
Publikováno v:
Journal of the American Statistical Association, 2016 Mar 01. 111(513), 200-215.
Externí odkaz:
http://www.jstor.org/stable/24739752
Publikováno v:
The Annals of Applied Statistics, 2013 Sep 01. 7(3), 1814-1835.
Externí odkaz:
https://www.jstor.org/stable/23566496
Publikováno v:
Journal of Computational and Graphical Statistics, 2010 Dec 01. 19(4), 769-789.
Externí odkaz:
https://www.jstor.org/stable/25765373
Publikováno v:
Biometrika, 2007 Dec 01. 94(4), 787-807.
Externí odkaz:
https://www.jstor.org/stable/20441418
Publikováno v:
Journal of the American Statistical Association, 2006 Mar 01. 101(473), 18-29.
Externí odkaz:
https://www.jstor.org/stable/30047437