Joao F. G. De Freitas

Sequential Bayesian Estimation And Model Selection Applied To Neural Networks

Christophe Andrieu, Arnaud Doucet, Joao F. G. De Freitas, 1999 .

Editors: Sequential Monte Carlo Methods in Practice

Neil J. Gordon, Arnaud Doucet, Joao F. G. De Freitas, 2001 .

Robust Full Bayesian Learning for Neural Networks

Christophe Andrieu, Arnaud Doucet, Joao F. G. De Freitas, 1999 .

Global optimisation of neural network models via sequential sampling-importance resampling

Mahesan Niranjan, S. E. Johnson, Joao F. G. De Freitas, 1998, ICSLP.

Nonlinear State Space Estimation With Neural Networks And The Em Algorithm

Andrew H. Gee, Mahesan Niranjan, Joao F. G. De Freitas, 1999 .