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MAGDiff: Covariate Data Set Shift Detection via Activation Graphs of Deep Neural Networks., , , , , , and . CoRR, (2023)Understanding the Topology and the Geometry of the Persistence Diagram Space via Optimal Partial Transport., and . CoRR, (2019)Large Scale computation of Means and Clusters for Persistence Diagrams using Optimal Transport., , and . NeurIPS, page 9792-9802. (2018)An Homogeneous Unbalanced Regularized Optimal Transport Model with Applications to Optimal Transport with Boundary.. AISTATS, volume 206 of Proceedings of Machine Learning Research, page 7311-7330. PMLR, (2023)PersLay: A Neural Network Layer for Persistence Diagrams and New Graph Topological Signatures., , , , , and . AISTATS, volume 108 of Proceedings of Machine Learning Research, page 2786-2796. PMLR, (2020)A General Neural Network Architecture for Persistence Diagrams and Graph Classification., , , , , and . CoRR, (2019)Topological Node2vec: Enhanced Graph Embedding via Persistent Homology., , , , and . CoRR, (2023)A Gradient Sampling Algorithm for Stratified Maps with Applications to Topological Data Analysis., , , and . CoRR, (2021)A gradient sampling algorithm for stratified maps with applications to topological data analysis., , , and . Math. Program., 202 (1): 199-239 (November 2023)RipsNet: a general architecture for fast and robust estimation of the persistent homology of point clouds., , , , , , , and . TAG-ML, volume 196 of Proceedings of Machine Learning Research, page 96-106. PMLR, (2022)