@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}
}