High-dimensional function approximation using local linear embedding
(2015)
Presentation / Conference Contribution
Andras, P. (2015). High-dimensional function approximation using local linear embedding. In 2015 International Joint Conference on Neural Networks (IJCNN). https://doi.org/10.1109/IJCNN.2015.7280370
Neural network approximation of high-dimensional nonlinear functions is difficult due to the sparsity of the data in the high-dimensional data space and the need for good coverage of the data space by the `receptive fields' of the neurons. However, h... Read More about High-dimensional function approximation using local linear embedding.