Topological data analysis and machine learning theory
Videos from BIRS Workshop
Gunnar Carlsson, Stanford University
Monday Oct 15, 2012 09:03 - 09:47
Opening remarks: State of TDA
Vin de Silva, Pomona College
Monday Oct 15, 2012 09:47 - 10:35
Persistence Measure and Stability
Mikhail Belkin, Ohio State University
Monday Oct 15, 2012 10:49 - 11:29
Algebraic Geometry for Learning Mixtures of Gaussians and Other Distributions
Matthew Kahle, The Ohio State University
Monday Oct 15, 2012 15:02 - 15:53
Topological statistical mechanics
Anthony Bak, Stanford University
Monday Oct 15, 2012 16:05 - 16:46
Topological Dimensionality Reduction: Using the Toplogy of the Feature Space to Select Optimal Features
Konstantin Mischaikow, Rutgers University
Monday Oct 15, 2012 16:47 - 17:36
Discrete Morse theory as a preprocessor for computing homology
Thomas Peters, University of Connecticut
Monday Oct 15, 2012 17:36 - 17:53
Isotopic Molecular Visualizations
John L. Harer, Duke University
Tuesday Oct 16, 2012 09:03 - 09:48
Frechet means for persistence diagrams and vineyads
Frederic Chazal, Institut National de Recherche en Informatique et en Automatique
Tuesday Oct 16, 2012 09:49 - 10:34
Persistence Stability for Geometric complexes
Facundo Memoli, The Ohio State University
Tuesday Oct 16, 2012 10:51 - 11:27
Persistence Homology and Metric Geometry
Gilad Lerman, University of Minnesota
Tuesday Oct 16, 2012 13:50 - 14:35
Robust PCA
Monica Nicolau, Stanford School of Medicine
Tuesday Oct 16, 2012 16:36 - 17:21
Combining data transformations and topological methods to address biology-driven problems
Yusu Wang, Ohio State University
Wednesday Oct 17, 2012 09:06 - 09:51
Understanding the Gaussian-weighted Graph Laplace Operator
Quentin Mérigot, Université de Grenoble / CNRS
Wednesday Oct 17, 2012 10:50 - 11:32
Upper and lower bounds for distance to measure approximation
Martin Raussen, Aalborg University
Thursday Oct 18, 2012 09:03 - 09:49
Spaces of executions as simplicial complexes
Jesse Johnson, Oklahoma State University
Thursday Oct 18, 2012 09:49 - 10:30
Thin position and topological clustering of large data sets
Dominique Attali, CNRS, Grenoble
Thursday Oct 18, 2012 10:50 - 11:24
Shape reconstruction in high dimensions with Rips complexes
Peter Bubenik, University of Florida
Thursday Oct 18, 2012 13:51 - 14:32
Inference using a new topological statistic, the persistence landscape
Sayan Mukherjee, Duke University
Thursday Oct 18, 2012 14:34 - 15:01
Manifold learning via Lie groups
Don Sheehy, University of Connecticut
Thursday Oct 18, 2012 15:48 - 16:24
Topological Data Analysis and Mesh Generation
Brittany Terese Fasy, Carnegie Mellon University
Thursday Oct 18, 2012 16:33 - 17:23
Modes of Gaussian Mixtures
Daniel Müllner, Stanford University
Friday Oct 19, 2012 09:04 - 09:50
Consistent scale selection for exploratory visualization and analysis of data sets
Tomasz Kaczynski, Université de Sherbrooke
Friday Oct 19, 2012 09:52 - 10:36
Suspension of a measuring function
