TB = Textbook or Required reading
REF = Reference or supplemental reading
|
Type |
|
Title | eBook | Call Number | |
|
|
S. Nowozin and C. Lampert, Structured Learning and Prediction in Computer Vision, Foundations and Trends® in Computer Graphics and Vision, vol. 6, Nos. 3–4, pp. 185–365, May 2011. doi:10.1561/0600000033. | Open Access | Yes | TA 1634 .N6 2011 |
|
 |
K. Murphy, Machine Learning: A Probabilistic Perspective, MIT Press, 2012. | ProQuest | Yes |
Q 325.5.M87 2012 |
|
 |
D. J. C. MacKay, Information Theory, Inference and Learning Algorithms, Cambridge University Press, 2003 |
|
Yes | Q 360.M23 2003 |
|
|
D. Barber, Bayesian Reasoning and Machine Learning. Cambridge University Press, 2012. | Open Access | Yes | QA 267.B347 2012 |
|
 |
C.M. Bishop, Pattern Recognition and Machine Learning, New York: Springer, 2006. | Author copy | Yes | Q 327.B52 2009 |
|
 |
D. Koller and N. Friedman, Probabilistic Graphical Models: Principles and Techniques, MIT Press, 2009. |
ProQuest | Yes | QA 76.9 .D343H36 2016 |
