Bibliography for CS5200: On-line Machine Learning BETA

1.

Bishop, C.M.: Pattern Recognition and Machine Learning. Springer, New York (2006).

2.

Barber, D.: Bayesian Reasoning and Machine Learning. Cambridge University Press, Cambridge (2012).

3.

Shumway, R.H., Stoffer, D.S.: Time Series Analysis and Its Applications: With R Examples. Springer, Cham, Switzerland (2017).

4.

Shumway, R.H., Stoffer, D.S.: Time Series Analysis and Its Applications: With R Examples. Springer, New York (2011).

5.

Mitchell, T.M.: Machine Learning. McGraw-Hill, New York (1997).

6.

Cesa-Bianchi, N., Lugosi, G.: Prediction, Learning, and Games. Cambridge University Press, Cambridge (2006).

7.

Cesa-Bianchi, N., Lugosi, G.: Prediction, Learning, and Games. Cambridge University Press, Cambridge (2006).

8.

Durbin, J., Koopman, S.J.: Time Series Analysis by State Space Methods. Oxford University Press, Oxford (2012).

9.

Sutton, R.S., Barto, A.G.: Reinforcement Learning: An Introduction. MIT Press, Cambridge, Mass (1998).

10.

Sutton, R.S., Barto, A.G.: Reinforcement Learning: An Introduction. MIT Press, Cambridge, Massachusetts (1998).

11.

Sutton, R.S., Barto, A.G., Bach, F.: Reinforcement Learning. MIT Press Ltd, Massachusetts (2018).