168 lines
4.3 KiB
Plaintext
168 lines
4.3 KiB
Plaintext
==========
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MLPACK 0.1
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==========
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The references to the implemented algorithms in MLPACK are the followings:
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@article{bell1995ima,
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title={{An Information-Maximization Approach to Blind Separation and Blind Deconvolution}},
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author={Bell, A.J. and Sejnowski, T.J.},
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journal={Neural Computation},
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volume={7},
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number={6},
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pages={1129--1159},
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year={1995},
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publisher={MIT Press}
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}
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@article{davidon1991vmm,
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title={{Variable Metric Method for Minimization}},
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author={Davidon, W.C.},
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journal={SIAM Journal on Optimization},
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volume={1},
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pages={1},
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year={1991},
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publisher={SIAM}
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}
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@article{dempster1977mli,
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title={{Maximum likelihood from incomplete data via the EM algorithm}},
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author={Dempster, A.P. and Laird, N.M. and Rubin, D.B. and others},
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journal={Journal of the Royal Statistical Society},
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volume={39},
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number={1},
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pages={1--38},
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year={1977}
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}
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@article{fan2005wss,
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title={{Working Set Selection Using Second Order Information for Training Support Vector Machines}},
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author={Fan, R.E. and Chen, P.H. and Lin, C.J.},
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journal={The Journal of Machine Learning Research},
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volume={6},
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pages={1889--1918},
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year={2005},
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publisher={MIT Press Cambridge, MA, USA}
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}
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@conference{gray2000nbp,
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title={{N-body problems in statistical learning}},
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author={Gray, A.G. and Moore, A.W.},
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booktitle={NIPS},
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volume={4},
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pages={521--527},
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year={2000}
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}
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@conference{gray2003nde,
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title={{Nonparametric density estimation: Toward computational tractability}},
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author={Gray, A.G.},
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booktitle={SIAM International Conference on Data Mining},
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volume={2003},
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year={2003}
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}
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@conference{gray2003rem,
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title={{Rapid evaluation of multiple density models}},
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author={Gray, A. and Moore, A.},
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booktitle={Artificial Intelligence and Statistics},
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volume={2003},
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year={2003}
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}
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@article{greengard1991fgt,
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title={{The fast Gauss transform.}},
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author={Greengard, L. and Strain, J.},
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journal={SIAM J. SCI. STAT. COMPUT.},
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volume={12},
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number={1},
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pages={79--94},
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year={1991}
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}
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@article{hyvarinen1999far,
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title={{Fast and robust fixed-point algorithms for independent componentanalysis}},
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author={Hyvarinen, A.},
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journal={Neural Networks, IEEE Transactions on},
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volume={10},
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number={3},
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pages={626--634},
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year={1999}
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}
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@article{joachims1998mls,
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title={{Making large-scale support vector machine learning practical}},
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author={Joachims, T.},
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journal={Advances in Kernel Methods: Support Vector Learning},
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year={1998},
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publisher={MIT Press, Cambridge, MA}
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}
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@book{kailath:le,
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title={{Linear Estimation}},
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author={Kailath, T. and Sayed, A.H. and Hassibi, B.},
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publisher={Prentice Hall}
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}
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@article{lee:dtf,
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title={{Dual-Tree Fast Gauss Transforms$\}$}},
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author={Lee, D. and Gray, A. and Moore, A.},
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journal={Advances in Neural Information Processing Systems},
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pages={747--754},
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publisher={MIT Press$\}$}
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}
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@conference{lee2006fgs,
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title={{Faster gaussian summation: Theory and experiment}},
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author={Lee, D. and Gray, A.},
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booktitle={Proceedings of the 22nd Annual Conference on Uncertainty in Artificial Intelligence (UAI-06), Arlington, Virginia},
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year={2006}
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}
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@article{nelder1965smf,
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title={{A Simplex Method for Function Minimization}},
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author={Nelder, JA and Mead, R.},
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journal={The Computer Journal},
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volume={7},
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number={4},
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pages={308},
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year={1965},
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publisher={Br Computer Soc}
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}
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@article{platt1999fts,
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title={{Fast training of support vector machines using sequential minimal optimization}},
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author={Platt, J.C.},
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year={1999},
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publisher={MIT Press Cambridge, MA, USA}
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}
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@article{scott2001psm,
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title={{Parametric Statistical Modeling by Minimum Integrated Square Error}},
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author={Scott, DW},
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journal={Technometrics},
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volume={43},
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number={3},
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pages={274--285},
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year={2001},
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publisher={American Statistical Association}
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}
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@article{wand1994fcm,
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title={{Fast computation of multivariate kernel estimators}},
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author={Wand, MP},
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journal={Journal of Computational and Graphical Statistics},
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volume={3},
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number={4},
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pages={433--445},
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year={1994}
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}
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@conference{yang2003ifg,
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title={{Improved fast gauss transform and efficient kernel density estimation}},
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author={Yang, C. and Duraiswami, R. and Gumerov, NA and Davis, L.},
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booktitle={Computer Vision, 2003. Proceedings. Ninth IEEE International Conference on},
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pages={664--671},
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year={2003}
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}
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