persistent homology

Learning Representations of Persistence Barcodes JMLR 2019 Topological Data Analysis of Decision Boundaries with Application to Model Selection ICML 2019 Robust Topological Inference: Distance To a Measure and Kernel Distance JMLR 2018 Composing Tree Graphical Models with Persistent Homology Features for Clustering Mixed-Type Data ICML 2017 Deep Learning with Topological Signatures NeurIPS 2017 Persistence Images: A Stable Vector Representation of Persistent Homology JMLR 2017 Convergence Rates for Persistence Diagram Estimation in Topological Data Analysis JMLR 2015 Statistical Topological Data Analysis - A Kernel Perspective NeurIPS 2015 Subsampling Methods for Persistent Homology ICML 2015 A Fast and Robust Algorithm to Count Topologically Persistent Holes in Noisy Clouds CVPR 2014 Convergence rates for persistence diagram estimation in Topological Data Analysis ICML 2014 Multiscale Topological Trajectory Classification with Persistent Homology RSS 2014 Multi-scale Topological Features for Hand Posture Representation and Analysis ICCV 2013 Persistent Homology for Learning Densities with Bounded Support NeurIPS 2012