SS-10: Manifolds and Geometry in Signal Processing |
| Session Type: Special Lecture |
| Time: Friday, May 21, 09:30 - 11:30 |
| Location: Duluth |
| Chair: , |
| SS-10.1: DETECTING THE PRESENCE OF AN INHOMOGENEOUS REGION IN A HOMOGENEOUS BACKGROUND: TAKING ADVANTAGES OF THE UNDERLYING GEOMETRY VIA MANIFOLDS |
| Xiaoming Huo; Georgia Institute of Technology |
| Jihong Chen; Georgia Institute of Technology |
| SS-10.2: EXPLORATORY ANALYSIS AND VISUALIZATION OF SPEECH AND MUSIC BY LOCALLY LINEAR EMBEDDING |
| Viren Jain; University of Pennsylvania |
| Lawrence Saul; University of Pennsylvania |
| SS-10.3: MANIFOLD LEARNING USING EUCLIDEAN K-NEAREST NEIGHBOR GRAPHS |
| Jose Costa; University of Michigan |
| Alfred O. Hero III; University of Michigan |
| SS-10.4: COARSE-TO-FINE MANIFOLD LEARNING |
| Rui Castro; Rice University |
| Rebecca Willett; Rice University |
| Robert Nowak; University of Wisconsin-Madison |
| SS-10.5: DIRECTIONAL HYPERCOMPLEX WAVELETS FOR MULTIDIMENSIONAL SIGNAL ANALYSIS AND PROCESSING |
| Wai Lam Chan; Rice University |
| Hyeokho Choi; Rice University |
| Richard Baraniuk; Rice University |
| SS-10.6: TIKHONOV REGULARIZATON AND SEMI-SUPERVISED LEARNING ON LARGE GRAPHS |
| Mikhail Belkin; University of Chicago |
| Irina Matveeva; University of Chicago |
| Partha Niyogi; University of Chicago |
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