Bayesian Methods for Neural Networks (1999)

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by João F. G. De Freitas
Citations:8 - 0 self

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11 Robust Full Bayesian Learning for Neural Networks – Christophe Andrieu, Nando de Freitas, Arnaud Doucet, Jfg De Freitas, A Doucet - 1999
6 Nonparametric Regression for Learning Nonlinear Transformations – Stefan Schaal
394 Dynamic Bayesian Networks: Representation, Inference and Learning – Kevin Patrick Murphy - 2002
47 Constructive Algorithms for Structure Learning in Feedforward Neural Networks for Regression Problems – Tin-yau Kwok, Dit-Yan Yeung - 1997
15 Robust Full Bayesian Learning for Radial Basis Networks – Christophe Andrieu, Nando de Freitas, Arnaud Doucet - 2001
3 Nonparametric regression for learning – Stefan Schaal - 1994
126 Constructive Incremental Learning from Only Local Information – Stefan Schaal, Christopher G. Atkeson - 1998
10 Sequential Monte Carlo Methods For Optimisation Of Neural Network Models – Nando de Freitas, Mahesan Niranjan, Andrew Gee, Arnaud Doucet, Jfg De Freitas, M Niranjan, Ah Gee, A Doucet - 1998
Hidden Dynamic Models for Speech Processing Applications – Leo Jingyu Lee
21 Constructive Feedforward Neural Networks for Regression Problems: A Survey – Tin-yau Kwok, Dit-Yan Yeung - 1995
7 On Bayesian model assessment and choice using cross-validation predictive densities – Aki Vehtari, Jouko Lampinen - 2001
21 Bayesian Model Assessment and Comparison Using Cross-Validation Predictive Densities – Aki Vehtari, Jouko Lampinen - 2002
113 Using simulation methods for Bayesian econometric models: Inference, development and communication – John Geweke - 1999
State Estimation of Probabilistic Hybrid Systems with Particle Filters – Stanislav Funiak - 2004
141 An Introduction to MCMC for Machine Learning – Christophe Andrieu - 2003
2 Dynamic Neural Regression Models – Thomas Briegel, Volker Tresp - 2000
29 A review of dimension reduction techniques – Miguel Á. Carreira-perpiñán - 1997
22 Digital Audio Restoration – Simon Godsill, Peter Rayner, Olivier Cappé - 1997
Bayesian Inference for Reliable Biomedical Signal Processing – Dipl Ing, Peter Sykacek - 2000