de Freitas, João F. G.

7 publications

ECCV 2002 Object Recognition as Machine Translation: Learning a Lexicon for a Fixed Image Vocabulary Pinar Duygulu, Kobus Barnard, João F. G. de Freitas, David A. Forsyth

NeCo 2000 Hierarchical Bayesian Models for Regularization in Sequential Learning João F. G. de Freitas, Mahesan Niranjan, Andrew H. Gee

NeCo 2000 Sequential Monte Carlo Methods to Train Neural Network Models João F. G. de Freitas, Mahesan Niranjan, Andrew H. Gee, Arnaud Doucet

NeurIPS 1999 Robust Full Bayesian Methods for Neural Networks Christophe Andrieu, João F. G. de Freitas, Arnaud Doucet

NeurIPS 1999 Speech Modelling Using Subspace and EM Techniques Gavin Smith, João F. G. de Freitas, Tony Robinson, Mahesan Niranjan

NeurIPS 1998 Global Optimisation of Neural Network Models via Sequential Sampling João F. G. de Freitas, Mahesan Niranjan, Arnaud Doucet, Andrew H. Gee

NeurIPS 1997 Regularisation in Sequential Learning Algorithms João F. G. de Freitas, Mahesan Niranjan, Andrew H. Gee