Bibliography for CS5200: On-line Machine Learning BETA

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

Bishop, Christopher M. 2006. Pattern Recognition and Machine Learning. Vol. Information science and statistics. New York: Springer.

Cesa-Bianchi, Nicol, and Gbor Lugosi. 2006. Prediction, Learning, and Games. Cambridge: Cambridge University Press.

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

Durbin, James, and Siem Jan Koopman. 2012. Time Series Analysis by State Space Methods. Vol. 38. 2nd Edition. Oxford: Oxford University Press.

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

Shumway, Robert H., and David S. Stoffer. 2011. Time Series Analysis and Its Applications: With R Examples. Vol. Springer Texts in Statistics. 4th Edition. New York: Springer.

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

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

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

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