Hau-Tieng Wu

Alternating diffusion for common manifold learning with application to sleep stage assessment

In this paper, we address the problem of multimodal signal processing and present a manifold learning method to extract the common source of variability from multiple measurements. This method is based on alternating-diffusion and is particularly adapted to time series. We show that the common sourc…