João F. G. de Freitas

Publication Activity (10 Years)

Years Active: 1997-2002
Publications (10 Years): 0

Publications

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. ECCV (4) (2002)
João F. G. de Freitas, Mahesan Niranjan, Andrew H. Gee
Dynamic Learning with the EM Algorithm for Neural Networks. J. VLSI Signal Process. 26 (1-2) (2000)
João F. G. de Freitas, Mahesan Niranjan, Andrew H. Gee
Hierarchical Bayesian Models for Regularization in Sequential Learning. Neural Comput. 12 (4) (2000)
João F. G. de Freitas, Mahesan Niranjan, Andrew H. Gee, Arnaud Doucet
Sequential Monte Carlo Methods to Train Neural Network Models. Neural Comput. 12 (4) (2000)
Gavin Smith, João F. G. de Freitas, Tony Robinson, Mahesan Niranjan
Speech Modelling Using Subspace and EM Techniques. NIPS (1999)
Christophe Andrieu, João F. G. de Freitas, Arnaud Doucet
Robust Full Bayesian Methods for Neural Networks. NIPS (1999)
João F. G. de Freitas, Mahesan Niranjan, Andrew H. Gee
Hybrid sequential Monte Carlo/Kalman methods to train neural networks in non-stationary environments. ICASSP (1999)
João F. G. de Freitas, Sue E. Johnson, Mahesan Niranjan, Andrew H. Gee
Global optimisation of neural network models via sequential sampling-importance resampling. ICSLP (1998)
João F. G. de Freitas, Mahesan Niranjan, Arnaud Doucet, Andrew H. Gee
Global Optimisation of Neural Network Models via Sequential Sampling. NIPS (1998)
João F. G. de Freitas, Mahesan Niranjan, Andrew H. Gee
Regularisation in Sequential Learning Algorithms. NIPS (1997)