Picture for Mathieu Carrière

Mathieu Carrière

DATASHAPE

Differentiable Mapper For Topological Optimization Of Data Representation

Add code
Feb 20, 2024
Viaarxiv icon

A Framework for Fast and Stable Representations of Multiparameter Persistent Homology Decompositions

Add code
Jun 19, 2023
Viaarxiv icon

Stable Vectorization of Multiparameter Persistent Homology using Signed Barcodes as Measures

Add code
Jun 06, 2023
Viaarxiv icon

MAGDiff: Covariate Data Set Shift Detection via Activation Graphs of Deep Neural Networks

Add code
May 22, 2023
Viaarxiv icon

RipsNet: a general architecture for fast and robust estimation of the persistent homology of point clouds

Add code
Feb 04, 2022
Figure 1 for RipsNet: a general architecture for fast and robust estimation of the persistent homology of point clouds
Figure 2 for RipsNet: a general architecture for fast and robust estimation of the persistent homology of point clouds
Figure 3 for RipsNet: a general architecture for fast and robust estimation of the persistent homology of point clouds
Figure 4 for RipsNet: a general architecture for fast and robust estimation of the persistent homology of point clouds
Viaarxiv icon

A Gradient Sampling Algorithm for Stratified Maps with Applications to Topological Data Analysis

Add code
Sep 03, 2021
Figure 1 for A Gradient Sampling Algorithm for Stratified Maps with Applications to Topological Data Analysis
Figure 2 for A Gradient Sampling Algorithm for Stratified Maps with Applications to Topological Data Analysis
Figure 3 for A Gradient Sampling Algorithm for Stratified Maps with Applications to Topological Data Analysis
Figure 4 for A Gradient Sampling Algorithm for Stratified Maps with Applications to Topological Data Analysis
Viaarxiv icon

Approximation of Reeb spaces with Mappers and Applications to Stochastic Filters

Add code
Dec 23, 2019
Figure 1 for Approximation of Reeb spaces with Mappers and Applications to Stochastic Filters
Figure 2 for Approximation of Reeb spaces with Mappers and Applications to Stochastic Filters
Figure 3 for Approximation of Reeb spaces with Mappers and Applications to Stochastic Filters
Figure 4 for Approximation of Reeb spaces with Mappers and Applications to Stochastic Filters
Viaarxiv icon

PersLay: A Simple and Versatile Neural Network Layer for Persistence Diagrams

Add code
Jun 05, 2019
Figure 1 for PersLay: A Simple and Versatile Neural Network Layer for Persistence Diagrams
Figure 2 for PersLay: A Simple and Versatile Neural Network Layer for Persistence Diagrams
Figure 3 for PersLay: A Simple and Versatile Neural Network Layer for Persistence Diagrams
Figure 4 for PersLay: A Simple and Versatile Neural Network Layer for Persistence Diagrams
Viaarxiv icon

Sliced Wasserstein Kernel for Persistence Diagrams

Add code
Nov 09, 2017
Figure 1 for Sliced Wasserstein Kernel for Persistence Diagrams
Figure 2 for Sliced Wasserstein Kernel for Persistence Diagrams
Figure 3 for Sliced Wasserstein Kernel for Persistence Diagrams
Figure 4 for Sliced Wasserstein Kernel for Persistence Diagrams
Viaarxiv icon