Manifold of Facial Expression Ya Chang, Changbo Hu, Matthew Turk Computer Science Department, University of California, Santa Barbara, CA 93106 {yachang, cbhu, mturk Abstract - Computational topology - Document - PDFSEARCH.IO

First Page		Document Content
Differential topology Multivariate statistics Dimension reduction Computational statistics Geometric topology Nonlinear dimensionality reduction Manifold Differentiable manifold Lipschitz continuity Topology Statistics Mathematics		Manifold of Facial Expression Ya Chang, Changbo Hu, Matthew Turk Computer Science Department, University of California, Santa Barbara, CA 93106 {yachang, cbhu, mturk}@cs.ucsb.edu Abstract Add to Reading List Source URL: www.recveb.ucsb.edu Download Document from Source Website File Size: 1,08 MB Share Document on Facebook

	Journal of Machine Learning Research490 Submitted 4/09; Revised 12/09; Published 2/10 Information Retrieval Perspective to Nonlinear Dimensionality Reduction for Data Visualization DocID: 1ubJI - View Document
	PROBABILISTIC MODELING OF GENE REGULATORY NETWORKS FROM DATA Thesis submitted for the degree “Doctor of Philosophy” DocID: 1rpbq - View Document
	Fast Optimization for t-SNE Laurens van der Maaten Department of Computer Science and Engineering, University of California, San Diego 9500 Gilman Drive, La Jolla, CA 92093, USA Pattern Recognition & Bioinformatics Lab, DocID: 1r6Fd - View Document
	I will discuss recent work on randomized algorithms for low-rank approximation and principal component analysis (PCA). The talk will focus on efforts that move beyond the extremely fast, but relatively crude approximatio DocID: 1qZFc - View Document
	Unsupervised Image Embedding Using Nonparametric Statistics Guobiao Mei University of California, Riverside Abstract DocID: 1qUPd - View Document