numerics-2022/Task 4/tex/library.bib

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@book{trefethen1997numerical,
title={Numerical linear algebra},
author={Trefethen, Lloyd N and Bau III, David},
volume={50},
year={1997},
publisher={Siam}
}
@book{robert2013monte,
title={Monte Carlo statistical methods},
author={Robert, Christian and Casella, George},
year={2013},
publisher={Springer Science \& Business Media}
}
@book{murphy2012machine,
title={Machine learning: a probabilistic perspective},
author={Murphy, Kevin P},
year={2012},
publisher={MIT press}
}
@book{boyd2004convex,
title={Convex optimization},
author={Boyd, Stephen and Boyd, Stephen P and Vandenberghe, Lieven},
year={2004},
publisher={Cambridge university press}
}
@book{trefethen2019approximation,
title={Approximation Theory and Approximation Practice, Extended Edition},
author={Trefethen, Lloyd N},
year={2019},
publisher={SIAM}
}
@book{devroye:1986,
author = {Devroye, Luc},
date = {1986)},
description = {Non-Uniform Random Variate Generation},
keywords = {algorithms generation random simulation},
location = {New York},
publisher = {Springer-Verlag},
title = {Non-Uniform Random Variate Generation(originally published with},
year = 1986
}
@book{williams2006gaussian,
title={Gaussian processes for machine learning},
author={Williams, Christopher K and Rasmussen, Carl Edward},
volume={2},
number={3},
year={2006},
publisher={MIT press Cambridge, MA}
}
@book{hairer1993solving,
title={Solving ordinary differential equations. 1, Nonstiff problems},
author={Hairer, Ernst and N{\o}rsett, Syvert P and Wanner, Gerhard},
year={1993},
publisher={Springer-Vlg}
}
@book{hairer1993solving2,
title={Solving ordinary differential equations. 2, Stiff and differential-algebraic problems},
author={Hairer, Ernst and N{\o}rsett, Syvert P and Wanner, Gerhard},
year={1993},
publisher={Springer-Vlg}
}
@book{tyrtyshnikov2012brief,
title={A brief introduction to numerical analysis},
author={Tyrtyshnikov, Eugene E},
year={2012},
publisher={Springer Science \& Business Media}
}
@book{amosov2003,
title={Numerical Methods for Engineers},
author={Amosov, AA and Dubinskiy YuA and Kopchenova, NV},
year={2003},
publisher={Izdatelstvo MEI}
}
@article{arbenz2012lecture,
title={Lecture notes on solving large scale eigenvalue problems},
author={Arbenz, Peter and Kressner, Daniel and Z{\"u}rich, DME},
journal={D-MATH, EHT Zurich},
volume={2},
year={2012}
}
@article{trefethen1996finite,
title={Finite difference and spectral methods for ordinary and partial differential equations},
author={Trefethen, Lloyd Nicholas},
year={1996},
publisher={Cornell University-Department of Computer Science and Center for Applied~…}
}
@book{boyd2018introduction,
title={Introduction to applied linear algebra: vectors, matrices, and least squares},
author={Boyd, Stephen and Vandenberghe, Lieven},
year={2018},
publisher={Cambridge university press}
}
@article{halko2011finding,
title={Finding structure with randomness: Probabilistic algorithms for constructing approximate matrix decompositions},
author={Halko, Nathan and Martinsson, Per-Gunnar and Tropp, Joel A},
journal={SIAM review},
volume={53},
number={2},
pages={217--288},
year={2011},
publisher={SIAM}
}
@book{demmel1997applied,
title={Applied numerical linear algebra},
author={Demmel, James W},
year={1997},
publisher={SIAM}
}
@article{dahlquist198533,
title={33 years of numerical instability, Part I},
author={Dahlquist, Germund},
journal={BIT Numerical Mathematics},
volume={25},
number={1},
pages={188--204},
year={1985},
publisher={Springer}
}