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| Citation key | Ruttor:2010:API |
|---|---|
| Author | Andreas Ruttor and Manfred Opper |
| Title of Book | Proceedings of The Thirteenth International Conference on Artificial Intelligence and Statistics (AISTATS) 2010 |
| Pages | 669-676 |
| Year | 2010 |
| Volume | 9 |
| Editor | Y. W. Teh and M. Titterington |
| Publisher | JMLR |
| Series | JMLR: Workshop and Conference Proceedings |
| Abstract | We present an approximate inference approach to parameter estimation in a spatio - temporal stochastic process of the reaction diffusion type. The continuous space limit of an inference method for Markov jump processes leads to an approximation which is related to a spatial Gaussian process. An efficient solution in feature space using a Fourier basis is applied to inference on simulational data. |
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