João F. G. de Freitas

According to our database, João F. G. de Freitas authored at least 10 papers between 1997 and 2002.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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

Proceedings of the Computer Vision, 2002

2000

Dynamic Learning with the EM Algorithm for Neural Networks.

João F. G. de Freitas, Mahesan Niranjan, Andrew H. Gee

J. VLSI Signal Process., 2000

Sequential Monte Carlo Methods to Train Neural Network Models.

João F. G. de Freitas, Mahesan Niranjan, Andrew H. Gee, Arnaud Doucet

Neural Comput., 2000

Hierarchical Bayesian Models for Regularization in Sequential Learning.

João F. G. de Freitas, Mahesan Niranjan, Andrew H. Gee

Neural Comput., 2000

1999

Speech Modelling Using Subspace and EM Techniques.

Gavin Smith, João F. G. de Freitas, Tony Robinson, Mahesan Niranjan

Proceedings of the Advances in Neural Information Processing Systems 12, [NIPS Conference, Denver, Colorado, USA, November 29, 1999

Robust Full Bayesian Methods for Neural Networks.

Christophe Andrieu, João F. G. de Freitas, Arnaud Doucet

Proceedings of the Advances in Neural Information Processing Systems 12, [NIPS Conference, Denver, Colorado, USA, November 29, 1999

Hybrid sequential Monte Carlo/Kalman methods to train neural networks in non-stationary environments.

João F. G. de Freitas, Mahesan Niranjan, Andrew H. Gee

Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

1998

Global Optimisation of Neural Network Models via Sequential Sampling.

João F. G. de Freitas, Mahesan Niranjan, Arnaud Doucet, Andrew H. Gee

Proceedings of the Advances in Neural Information Processing Systems 11, [NIPS Conference, Denver, Colorado, USA, November 30, 1998

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

João F. G. de Freitas, Sue E. Johnson, Mahesan Niranjan, Andrew H. Gee

Proceedings of the 5th International Conference on Spoken Language Processing, Incorporating The 7th Australian International Speech Science and Technology Conference, Sydney Convention Centre, Sydney, Australia, 30th November, 1998

1997

Regularisation in Sequential Learning Algorithms.

João F. G. de Freitas, Mahesan Niranjan, Andrew H. Gee

Proceedings of the Advances in Neural Information Processing Systems 10, 1997