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@Misc{Betancourt2017,
author = {Michael Betancourt},
title = {{Robust Gaussian Processes in Stan, Part 3.}},
year = {2017},
note = {{Retrieved from \url{https://betanalpha.github.io/assets/case_studies/gp_part3/part3.html}}}
}
@article{Cesnovar2017,
title={{Bayesian Lasso and multinomial logistic regression on GPU}},
author={{\v{C}}e{\v{s}}novar, R and {\v{S}}trumbelj, E},
journal={PLoS ONE},
volume={12},
number={6},
pages={e0180343},
year={2017}
}
@Misc{CUBLAS,
author = {NVIDIA},
title = {{cuBLAS library}},
year = {2017},
note = {{Retrieved from \url{http://docs.nvidia.com/cuda/cublas/index.html}}}
}
@article{clBLAST,
author = {Cedric Nugteren},
title = {CLBlast: {A} Tuned OpenCL {BLAS} Library},
journal = {CoRR},
volume = {abs/1705.05249},
year = {2017},
url = {http://arxiv.org/abs/1705.05249},
archivePrefix = {arXiv},
eprint = {1705.05249},
timestamp = {Wed, 07 Jun 2017 14:42:55 +0200},
biburl = {http://dblp.org/rec/bib/journals/corr/Nugteren17},
bibsource = {dblp computer science bibliography, http://dblp.org}
}
@INPROCEEDINGS{Mahfoudhi2012,
author={R. Mahfoudhi and Z. Mahjoub and W. Nasri},
booktitle={2012 Federated Conference on Computer Science and Information Systems (FedCSIS)},
title={Parallel communication-free algorithm for triangular matrix inversion on heterogenoues platform},
year={2012},
pages={553-560},
keywords={computational geometry;distributed memory systems;mathematics computing;matrix algebra;parallel algorithms;8-core shared memory machine;D&C paradigm;TMI problem;distributed memory cluster;divide-and-conquer paradigm;heterogenoues platform;optimal parallel communication-free algorithm;recursive algorithm;sequential algorithm;triangular matrix inversion;Algorithm design and analysis;Clustering algorithms;Complexity theory;Heuristic algorithms;Matrix decomposition;Parallel algorithms;Program processors;communication free;divide and conquer;heterogeneous platform;parallel algorithm;recursive algorithm;triangular matrix inversion},
month={Sept},
}
@article{LouterNool1992,
author = {Louter-Nool, Margreet},
title = {Block-Cholesky for Parallel Processing},
journal = {Appl. Numer. Math.},
issue_date = {June 1992},
volume = {10},
number = {1},
month = jun,
year = {1992},
issn = {0168-9274},
pages = {37--57},
numpages = {21},
url = {http://dx.doi.org/10.1016/0168-9274(92)90054-H},
doi = {10.1016/0168-9274(92)90054-H},
acmid = {138487},
publisher = {Elsevier Science Publishers B. V.},
address = {Amsterdam, The Netherlands, The Netherlands},
keywords = {Cholesky factorization, block algorithms, parallelism, scheduling},
}
@article{Murray2016,
author = {Murray, Iain},
title = {Differentiation of the Cholesky decomposition},
journal = {},
year = {2016},
numpages = {18},
url = {https://arxiv.org/abs/1602.07527},
}
@article{stanmath2015,
author = {Bob Carpenter and
Matthew D. Hoffman and
Marcus Brubaker and
Daniel Lee and
Peter Li and
Michael Betancourt},
title = {The Stan Math Library: Reverse-Mode Automatic Differentiation in {C++}},
journal = {CoRR},
volume = {abs/1509.07164},
year = {2015},
url = {http://arxiv.org/abs/1509.07164},
archivePrefix = {arXiv},
eprint = {1509.07164},
timestamp = {Wed, 07 Jun 2017 14:42:52 +0200},
biburl = {https://dblp.org/rec/bib/journals/corr/CarpenterHBLLB15},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@Misc{rstan2018,
title = {{RStan}: the {R} interface to {Stan}},
author = {{Stan Development Team}},
note = {R package version 2.17.3},
year = {2018},
url = {http://mc-stan.org/},
}
@article{StoneOpenCL2010,
author = {Stone, John E. and Gohara, David and Shi, Guochun},
title = {OpenCL: A Parallel Programming Standard for Heterogeneous Computing Systems},
journal = {IEEE Des. Test},
issue_date = {May 2010},
volume = {12},
number = {3},
month = may,
year = {2010},
issn = {0740-7475},
pages = {66--73},
numpages = {8},
url = {http://dx.doi.org/10.1109/MCSE.2010.69},
doi = {10.1109/MCSE.2010.69},
acmid = {1803953},
publisher = {IEEE Computer Society Press},
address = {Los Alamitos, CA, USA},
}
@online{Joseph2016,
author = {Max Joseph},
title = {Gaussian predictive process models in Stan},
year = 2016,
url = {https://github.com/mbjoseph/gpp-speed-test},
urldate = {14. 8. 2016}
}
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