Variational inference for Studentt MLP models

References
(13)
13 references, page 1 of 2
 1
 2
[1] I.T. Nabney, NETLAB: Algorithms for Pattern Recognition, (Springer, Great Britain, 2002).
[2] H.T. Nguyen and I.T. Nabney, Combining the wavelet transform and forecasting models to predict gas forward prices, in: Proc. ICMLA’08, the 2008 Seventh International Conference on Machine Learning and Applications, (IEEE Computer Society, 2008) 311317.
[3] H.T. Nguyen and I.T. Nabney, Energy forward price prediction with a hybrid adaptive model, in: CIFEr’09, IEEE Symposium on Computational Intelligence for Financial Engineering, (2009) 6671.
[4] M.E. Tipping and N.D. Lawrence. Variational inference for Studentt models: Robust Bayesian interpolation and generalised component analysis, Neurocomputing, 69 (2005) 123141.
[5] C.M. Bishop and M. Svensén, Robust Bayesian mixture modelling, Neurocomputing, 64(2005) 235252.
[6] C. Archambeau and M. Verleysen, Robust Bayesian clustering, Neural Networks, 20(1) (2007) 129138.
[7] J. Berger, Statistical Decision Theory and Bayesian Analysis (Springer, 1985).
[8] D.J.C. MacKay, Bayesian method for backprop network, in E. Domany, J. van Hemmen, and K. Schulten ed., Models of Neural Networks, III, (Springer, 1994) 211254.
[9] M. I. Jordan, Z. Ghahramani, T. S. Jaakkola and L. K. Saul. An introduction to variational methods for graphical models, Machine Learning, 37 (1999) 183233.
[10] M. Abramowitz and I. A. Stegun, Handbook of Mathematical Functions with Formulas, Graphs, and Mathematical Tables, (Dover, New York, 1964).

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