108 lines
3.2 KiB
BibTeX
108 lines
3.2 KiB
BibTeX
@article{halevy2009unreasonable,
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title={The unreasonable effectiveness of data},
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author={Halevy, A. and Norvig, P. and Pereira, F.},
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journal={IEEE Intelligent Systems},
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volume={24},
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number={2},
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pages={8--12},
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year={2009},
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publisher={IEEE},
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doi={10.1109/MIS.2009.36}
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}
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@inproceedings{mlpack2011,
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author={R.R. Curtin and J.R. Cline and N.P. Slagle and M.L. Amidon and A.G.
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Gray},
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title={{mlpack: A Scalable C++ Machine Learning Library}},
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booktitle={{BigLearning: Algorithms, Systems, and Tools for Learning at
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Scale}},
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year = 2011,
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doi = {10.1.1.676.5625}
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}
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@article{mlpack2013,
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title = {{mlpack}: A Scalable {C++} Machine Learning Library},
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author = {Curtin, R.R. and Cline, J.R. and Slagle, N.P. and March, W.B. and
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Ram, P. and Mehta, N.A. and Gray, A.G.},
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journal = {Journal of Machine Learning Research},
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volume = {14},
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pages = {801--805},
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year= {2013}
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}
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@book{alexandrescu2001modern,
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title={Modern C++ design: generic programming and design patterns applied},
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author={Alexandrescu, A.},
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year={2001},
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publisher={Addison-Wesley}
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}
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@article{sanderson2016armadillo,
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title={Armadillo: a template-based C++ library for linear algebra},
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author={Sanderson, C. and Curtin, R.R.},
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journal={Journal of Open Source Software},
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year={2016},
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publisher={Journal of Open Source Software},
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doi={10.21105/joss.00026}
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}
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@misc{xianyi2018openblas,
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title={{OpenBLAS: An Optimized BLAS Library}},
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author={Xianyi, Z. and Qian, W. and Saar, W.},
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year={2018},
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howpublished={\url{http://www.openblas.net}}
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}
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@misc{nvblas,
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title={{NVBLAS Library}},
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author={{NVIDIA}},
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year={2015},
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howpublished={\url{http://docs.nvidia.com/cuda/nvblas}}
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}
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@inproceedings{curtin2013tree,
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title={Tree-Independent Dual-Tree Algorithms},
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author={Curtin, R.R. and March, W.B. and Ram, P. and Anderson, D.V. and Gray,
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A.G. and Isbell Jr., C.L.},
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booktitle={Proceedings of The 30th International Conference on Machine
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Learning (ICML '13)},
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pages={1435--1443},
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year={2013}
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}
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@article{curtin2017generic,
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title={A generic and fast C++ optimization framework},
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author={Curtin, R.R. and Bhardwaj, S. and Edel, M. and Mentekidis, Y.},
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journal={arXiv preprint arXiv:1711.06581},
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year={2017}
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}
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@article{curtin2017designing,
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title={Designing and building the mlpack open-source machine learning
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library},
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author={Curtin, R.R. and Edel, M.},
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journal={arXiv preprint arXiv:1708.05279},
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year={2017}
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}
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@inproceedings{edel2014automatic,
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title={An automatic benchmarking system},
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author={Edel, M. and Soni, A. and Curtin, R.R.},
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year={2014},
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booktitle={Proceedings of the NIPS 2014 Workshop on Software Engineering for
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Machine Learning}
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}
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@article{sonnenburg2007need,
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title={The need for open source software in machine learning},
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author={Sonnenburg, S. and Braun, M.L. and Ong, C.S. and Bengio, S. and
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Bottou, L. and Holmes, G. and LeCun, Y. and M{\"u}ller, K.-R. and
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Pereira, F. and Rasmussen, C.E. and R{\"a}tsch, G. and Sch{\"o}lkopf,
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B. and Smola, A. and Vincent, P. and Weston, J. and Williamson, R.C.},
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journal={Journal of Machine Learning Research},
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volume={8},
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number={Oct},
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pages={2443--2466},
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year={2007}
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}
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