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Publications of Author

1. Pinar Duygulu, Kobus Barnard, João F. G. de Freitas, David A. Forsyth
   Object Recognition as Machine Translation: Learning a Lexicon for a Fixed Image Vocabulary. [Citation Graph (0, 0)][DBLP]
   ECCV (4), 2002, pp:97-112 [Conf]
   
2. Christophe Andrieu, João F. G. de Freitas, Arnaud Doucet
   Robust Full Bayesian Methods for Neural Networks. [Citation Graph (0, 0)][DBLP]
   NIPS, 1999, pp:379-385 [Conf]
   
3. João F. G. de Freitas, Mahesan Niranjan, Arnaud Doucet, Andrew H. Gee
   Global Optimisation of Neural Network Models via Sequential Sampling. [Citation Graph (0, 0)][DBLP]
   NIPS, 1998, pp:410-416 [Conf]
   
4. João F. G. de Freitas, Mahesan Niranjan, Andrew H. Gee
   Regularisation in Sequential Learning Algorithms. [Citation Graph (0, 0)][DBLP]
   NIPS, 1997, pp:- [Conf]
   
5. Gavin Smith, João F. G. de Freitas, Tony Robinson, Mahesan Niranjan
   Speech Modelling Using Subspace and EM Techniques. [Citation Graph (0, 0)][DBLP]
   NIPS, 1999, pp:796-802 [Conf]
   
6. João F. G. de Freitas, Mahesan Niranjan, Andrew H. Gee
   Hierarchical Bayesian Models for Regularization in Sequential Learning. [Citation Graph (0, 0)][DBLP]
   Neural Computation, 2000, v:12, n:4, pp:933-953 [Journal]
   
7. João F. G. de Freitas, Mahesan Niranjan, Andrew H. Gee, Arnaud Doucet
   Sequential Monte Carlo Methods to Train Neural Network Models. [Citation Graph (0, 0)][DBLP]
   Neural Computation, 2000, v:12, n:4, pp:955-993 [Journal]