Picture for Yuichi Ike

Yuichi Ike

Learning Decision Trees and Forests with Algorithmic Recourse

Add code
Jun 03, 2024
Figure 1 for Learning Decision Trees and Forests with Algorithmic Recourse
Figure 2 for Learning Decision Trees and Forests with Algorithmic Recourse
Figure 3 for Learning Decision Trees and Forests with Algorithmic Recourse
Figure 4 for Learning Decision Trees and Forests with Algorithmic Recourse
Viaarxiv icon

Adaptive Topological Feature via Persistent Homology: Filtration Learning for Point Clouds

Add code
Jul 18, 2023
Viaarxiv icon

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

Add code
May 22, 2023
Viaarxiv icon

Counterfactual Explanation with Missing Values

Add code
Apr 28, 2023
Viaarxiv icon

Vanishing Component Analysis with Contrastive Normalization

Add code
Oct 27, 2022
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

Topological Uncertainty: Monitoring trained neural networks through persistence of activation graphs

Add code
May 07, 2021
Figure 1 for Topological Uncertainty: Monitoring trained neural networks through persistence of activation graphs
Figure 2 for Topological Uncertainty: Monitoring trained neural networks through persistence of activation graphs
Figure 3 for Topological Uncertainty: Monitoring trained neural networks through persistence of activation graphs
Figure 4 for Topological Uncertainty: Monitoring trained neural networks through persistence of activation graphs
Viaarxiv icon

Ordered Counterfactual Explanation by Mixed-Integer Linear Optimization

Add code
Dec 22, 2020
Figure 1 for Ordered Counterfactual Explanation by Mixed-Integer Linear Optimization
Figure 2 for Ordered Counterfactual Explanation by Mixed-Integer Linear Optimization
Figure 3 for Ordered Counterfactual Explanation by Mixed-Integer Linear Optimization
Figure 4 for Ordered Counterfactual Explanation by Mixed-Integer Linear Optimization
Viaarxiv icon

ATOL: Automatic Topologically-Oriented Learning

Add code
Sep 30, 2019
Figure 1 for ATOL: Automatic Topologically-Oriented Learning
Figure 2 for ATOL: Automatic Topologically-Oriented Learning
Figure 3 for ATOL: Automatic Topologically-Oriented Learning
Figure 4 for ATOL: Automatic Topologically-Oriented Learning
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