Bibliography for CS5200: On-line Machine Learning BETA

Barber, David. 2012. Bayesian Reasoning and Machine Learning. Cambridge University Press.

Bishop, Christopher M. 2006. Pattern Recognition and Machine Learning. Information science and Statistics. Springer.

Cesa-Bianchi, Nicol, and Gbor Lugosi. 2006. Prediction, Learning, and Games. Cambridge University Press. Electronic book. https://ezproxy01.rhul.ac.uk/login?url=http://www.vlebooks.com/vleweb/product/openreader?id=Holloway&isbn=9780511316029&uid=^u.

Cesa-Bianchi, Nicolò, and Gábor Lugosi. 2006. Prediction, Learning, and Games. Cambridge University Press.

Durbin, James, and Siem Jan Koopman. 2012. Time Series Analysis by State Space Methods. 2nd Edition. Vol. 38. Oxford University Press. Electronic resource. https://doi.org/10.1093/acprof:oso/9780199641178.001.0001.

Mitchell, Tom M. 1997. Machine Learning. International Edition. McGraw-Hill.

Shumway, Robert H., and David S. Stoffer. 2011. Time Series Analysis and Its Applications: With R Examples. 4th Edition. Springer Texts in Statistics. Springer. https://ebookcentral-proquest-com.ezproxy01.rhul.ac.uk/lib/rhul/detail.action?docID=6312856.

Shumway, Robert H., and David S. Stoffer. 2017. Time Series Analysis and Its Applications: With R Examples. 4th Edition. Springer.

Sutton, Richard S., and Andrew G. Barto. 1998a. Reinforcement Learning: An Introduction. MIT Press.

Sutton, Richard S., and Andrew G. Barto. 1998b. Reinforcement Learning: An Introduction. MIT Press. https://ieeexplore.ieee.org/xpl/bkabstractplus.jsp?bkn=6267343.

Sutton, Richard S., Andrew G. Barto, and Francis Bach. 2018. Reinforcement Learning. 2nd Edition. MIT Press Ltd.