- Library Home /
- Search Collections /
- Open Collections /
- Browse Collections /
- BIRS Workshop Lecture Videos /
- A Kernel for Multiparameter Persistence
Open Collections
BIRS Workshop Lecture Videos
BIRS Workshop Lecture Videos
A Kernel for Multiparameter Persistence Kerber, Michael
Description
Kernels for one-parameter persistent homology have been
established to connect persistent homology with machine learning
techniques, We contribute a kernel construction for multiparameter
persistence by integrating a one-parameter kernel along straight lines.
We prove a stability result for our construction and show that our
kernel can be approximated in polynomial time to any absolute precision.
Item Metadata
| Title |
A Kernel for Multiparameter Persistence
|
| Creator | |
| Publisher |
Banff International Research Station for Mathematical Innovation and Discovery
|
| Date Issued |
2018-08-09T11:00
|
| Description |
Kernels for one-parameter persistent homology have been
established to connect persistent homology with machine learning
techniques, We contribute a kernel construction for multiparameter
persistence by integrating a one-parameter kernel along straight lines.
We prove a stability result for our construction and show that our
kernel can be approximated in polynomial time to any absolute precision.
|
| Extent |
32.0
|
| Subject | |
| Type | |
| File Format |
video/mp4
|
| Language |
eng
|
| Notes |
Author affiliation: TU Graz
|
| Series | |
| Date Available |
2019-03-23
|
| Provider |
Vancouver : University of British Columbia Library
|
| Rights |
Attribution-NonCommercial-NoDerivatives 4.0 International
|
| DOI |
10.14288/1.0377387
|
| URI | |
| Affiliation | |
| Peer Review Status |
Unreviewed
|
| Scholarly Level |
Faculty
|
| Rights URI | |
| Aggregated Source Repository |
DSpace
|
Item Media
Item Citations and Data
Rights
Attribution-NonCommercial-NoDerivatives 4.0 International