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Théo Lacombe

LIGM

Diffeomorphic interpolation for efficient persistence-based topological optimization

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May 29, 2024
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Topological Node2vec: Enhanced Graph Embedding via Persistent Homology

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Sep 15, 2023
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MAGDiff: Covariate Data Set Shift Detection via Activation Graphs of Deep Neural Networks

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May 22, 2023
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RipsNet: a general architecture for fast and robust estimation of the persistent homology of point clouds

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Feb 04, 2022
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An Homogeneous Unbalanced Regularized Optimal Transport model with applications to Optimal Transport with Boundary

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Jan 06, 2022
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A Gradient Sampling Algorithm for Stratified Maps with Applications to Topological Data Analysis

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Sep 03, 2021
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Estimation and Quantization of Expected Persistence Diagrams

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May 11, 2021
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Topological Uncertainty: Monitoring trained neural networks through persistence of activation graphs

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May 07, 2021
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PersLay: A Simple and Versatile Neural Network Layer for Persistence Diagrams

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Jun 05, 2019
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Large Scale computation of Means and Clusters for Persistence Diagrams using Optimal Transport

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May 22, 2018
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