Invited Talk Abstracts

Yi Ma, Fei Sha, Lawrence Carin, Gilad Lerman, Neil D. Lawrence

Abstract: Invited talk abstracts for the AAAAI 2010 Fall Symposium on Manifold Learning and Its Applications. Includes the talks TILT and RASL: For Low-Rank Structures in Images and Videos, Unsupervised Kernel Dimension Reduction, Hierarchical Bayesian Embeddings for Analysis and Synthesis of Dynamic Data, Multi-Manifold Data Modeling: Foundations and Applications, and A Probabilistic Perspective on Spectral Dimensionality Reduction.