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Approximating Continuous Functions on Persistence Diagrams for Machine Learning Tasks
Presenter
- Elizabeth Munch
December 13, 2017
ICERM
Topology-based image analysis with discrete gradients
Presenter
- Attila Gyulassy
December 12, 2017
ICERM
Inference in dynamical systems and the geometry of learning group actions
Presenter
- Sayan Mukherjee
December 12, 2017
ICERM
Functional Data Analysis using a Topological Summary Statistic- the Smooth Euler Characteristic Transform
Presenter
- Lorin Crawford
December 12, 2017
ICERM
Analysis of dynamic networks via persistent homology
Presenter
- Facundo Memoli
December 11, 2017
ICERM
Sparse Cech filtrations, persistent cohomology and projective coordinates
Presenter
- Jose Perea
December 11, 2017
ICERM
Learning geometries and analysis of data matrices, and tensors
Presenter
- Ronald Coifman
December 11, 2017
ICERM
Spatiotemporal pattern extraction by spectral analysis of vector-valued observables
Presenter
- Dimitris Giannakis
December 11, 2017
ICERM
Transferring Diffusion Based Manifold Learning to Trajectories, Time Varying Data, and Geometric Deep Learning
Presenter
- Matthew Hirn
December 11, 2017
ICERM
From RNA-seq time series data to models of regulatory networks
Presenter
- Konstantin Mischaikow
December 11, 2017
ICERM