Topological data analysis and machine learning theory

Videos from BIRS Workshop 12w5081

, Stanford University
- 09:47
Opening remarks: State of TDA
Watch video | Download video: 201210150903-Carlsson.mp4 (240M)
, Pomona College
- 10:35
Persistence Measure and Stability
Watch video | Download video: 201210150947-deSilva.mp4 (187M)
, Ohio State University
- 11:29
Algebraic Geometry for Learning Mixtures of Gaussians and Other Distributions
Watch video | Download video: 201210151049-Belkin.mp4 (137M)
, Ohio State University
- 15:53
Topological statistical mechanics
Watch video | Download video: 201210151502-Kahle.mp4 (168M)
, Stanford University
- 16:46
Topological Dimensionality Reduction: Using the Toplogy of the Feature Space to Select Optimal Features
Watch video | Download video: 201210151605-Bak.mp4 (134M)
, Rutgers University, USA
- 17:36
Discrete Morse theory as a preprocessor for computing homology
Watch video | Download video: 201210151647-Mischaikow.mp4 (183M)
, University of Connecticut
- 17:53
Isotopic Molecular Visualizations
Watch video | Download video: 201210151736-Peters.mp4 (50M)
, Duke University
- 09:48
Frechet means for persistence diagrams and vineyads
Watch video | Download video: 201210160903-Harer.mp4 (127M)
, Institut National de Recherche en Informatique et en Automatique
- 10:34
Persistence Stability for Geometric complexes
Watch video | Download video: 201210160949-Chazal.mp4 (178M)
, The Ohio State University
- 11:27
Persistence Homology and Metric Geometry
Watch video | Download video: 201210161051-Memoli.mp4 (151M)
, University of Minnesota
- 14:35
Robust PCA
Watch video | Download video: 201210161350-Lerman.mp4 (126M)
, Stanford School of Medicine
- 17:21
Combining data transformations and topological methods to address biology-driven problems
Watch video | Download video: 201210161636-Nicolau.mp4 (127M)
, Ohio State University
- 09:51
Understanding the Gaussian-weighted Graph Laplace Operator
Watch video | Download video: 201210170906-Wang.mp4 (140M)
, Université de Grenoble / CNRS
- 11:32
Upper and lower bounds for distance to measure approximation
Watch video | Download video: 201210171050-Merigot.mp4 (174M)
, Aalborg University
- 09:49
Spaces of executions as simplicial complexes
Watch video | Download video: 201210180903-Raussen.mp4 (184M)
, Oklahoma State University
- 10:30
Thin position and topological clustering of large data sets
Watch video | Download video: 201210180949-Johnson.mp4 (129M)
, CNRS, Grenoble
- 11:24
Shape reconstruction in high dimensions with Rips complexes
Watch video | Download video: 201210181050-Attali.mp4 (90M)
, University of Florida
- 14:32
Inference using a new topological statistic, the persistence landscape
Watch video | Download video: 201210181351-Bubenik.mp4 (132M)
, Duke University
- 15:01
Manifold learning via Lie groups
Watch video | Download video: 201210181434-Mukherjee.mp4 (92M)
, University of Connecticut
- 16:24
Topological Data Analysis and Mesh Generation
Watch video | Download video: 201210181548-Sheehy.mp4 (115M)
, Carnegie Mellon University
- 17:23
Modes of Gaussian Mixtures
Watch video | Download video: 201210181633-Fasy.mp4 (146M)
, Stanford University
- 09:50
Consistent scale selection for exploratory visualization and analysis of data sets
Watch video | Download video: 201210190904-Mllner.mp4 (131M)
, Université de Sherbrooke
- 10:36
Suspension of a measuring function
Watch video | Download video: 201210190952-Kaczynski.mp4 (131M)