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Confidence sets for persistence diagrams

28 March 2013

Sivaraman Balakrishnan

Aarti Singh

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Papers citing "Confidence sets for persistence diagrams"

50 / 85 papers shown

Title
A Mapper Algorithm with implicit intervals and its optimization Yuyang Tao Shufei Ge 157 0 0 16 Dec 2024
Hierarchical and Density-based Causal Clustering Kwangho Kim Jisu Kim Larry A. Wasserman Edward H. Kennedy CML 90 0 0 02 Nov 2024
Persistence Diagram Estimation : Beyond Plug-in Approaches Hugo Henneuse 32 0 0 28 May 2024
Persistence Diagram Estimation of Multivariate Piecewise Hölder-continuous Signals Hugo Henneuse 43 3 0 28 Mar 2024
The Wreaths of KHAN: Uniform Graph Feature Selection with False Discovery Rate Control Jiajun Liang Yue Liu Doudou Zhou Sinian Zhang Junwei Lu 113 0 0 18 Mar 2024
A distribution-guided Mapper algorithm Yuyang Tao Shufei Ge 58 1 0 19 Jan 2024
Stronger Coreset Bounds for Kernel Density Estimators via Chaining Rainie Bozzai T. Rothvoss 28 0 0 12 Oct 2023
Topological data analysis of human vowels: Persistent homologies across representation spaces Guillem Bonafos Jean-Marc Freyermuth Pierre Pudlo Samuel Tronçon Arnaud Rey 38 2 0 10 Oct 2023
On standardness and the non-estimability of certain functionals of a set A. Cholaquidis L. Moreno Beatriz Pateiro-L´opez 43 0 0 28 Jun 2023
TopP&R: Robust Support Estimation Approach for Evaluating Fidelity and Diversity in Generative Models Pum Jun Kim Yoojin Jang Jisu Kim Jaejun Yoo EGVM 120 9 0 13 Jun 2023
A statistical framework for analyzing shape in a time series of random geometric objects Anne van Delft Andrew J. Blumberg 83 2 0 04 Apr 2023
Testing Homological Equivalence Using Betti Numbers Satish Kumar S. Dhar 49 0 0 25 Nov 2022
On the Universality of Random Persistence Diagrams O. Bobrowski Primoz Skraba 52 5 0 08 Jul 2022
Improved Modeling of Persistence Diagram Sarit Agami 50 0 0 22 May 2022
Approximating Persistent Homology for Large Datasets Yueqi Cao Anthea Monod 50 11 0 19 Apr 2022
Detection of Small Holes by the Scale-Invariant Robust Density-Aware Distance (RDAD) Filtration Chunyin Siu G. Samorodnitsky Chao Yu An-Yang Yao 35 2 0 16 Apr 2022
Bayesian estimation of topological features of persistence diagrams Asael Fabian Martínez 47 0 0 03 Apr 2022
A Topology-Attention ConvLSTM Network and Its Application to EM Images Jiaqi Yang Xiaoling Hu Chao Chen Chialing Tsai 3DPC MedIm 49 3 0 07 Feb 2022
Topology-Preserving Dimensionality Reduction via Interleaving Optimization Bradley J. Nelson Yuan Luo 52 5 0 31 Jan 2022
Functional Data Representation with Merge Trees M. Pegoraro P. Secchi 21 6 0 30 Aug 2021
Improving Metric Dimensionality Reduction with Distributed Topology Alexander Wagner Elchanan Solomon Paul Bendich 29 12 0 14 Jun 2021
Topological Detection of Trojaned Neural Networks Songzhu Zheng Yikai Zhang H. Wagner Mayank Goswami Chao Chen AAML 82 42 0 11 Jun 2021
Augmenting Molecular Deep Generative Models with Topological Data Analysis Representations Yair Schiff Vijil Chenthamarakshan Samuel C. Hoffman Karthikeyan N. Ramamurthy Payel Das MedIm 60 10 0 08 Jun 2021
What are higher-order networks? C. Bick Elizabeth Gross Heather A. Harrington Michael T. Schaub 174 288 0 20 Apr 2021
A Random Persistence Diagram Generator Theodore Papamarkou Farzana Nasrin A. Lawson Na Gong Orlando Rios Vasileios Maroulas 32 9 0 15 Apr 2021
Topology Applied to Machine Learning: From Global to Local Henry Adams Michael Moy AI4CE 28 21 0 10 Mar 2021
Cycle Registration in Persistent Homology with Applications in Topological Bootstrap Yohai Reani O. Bobrowski 145 25 0 03 Jan 2021
Bayesian Topological Learning for Classifying the Structure of Biological Networks Vasileios Maroulas Cassie Putman Micucci Farzana Nasrin 21 8 0 24 Sep 2020
Isometric Gaussian Process Latent Variable Model for Dissimilarity Data Martin Jørgensen Søren Hauberg 8 7 0 21 Jun 2020
Robust Persistence Diagrams using Reproducing Kernels Siddharth Vishwanath Kenji Fukumizu S. Kuriki Bharath K. Sriperumbudur 49 7 0 17 Jun 2020
Asymptotics of Lower Dimensional Zero-Density Regions Hengrui Luo S. MacEachern M. Peruggia 51 9 0 03 Jun 2020
Generalized Penalty for Circular Coordinate Representation Hengrui Luo Alice Patania Jisu Kim Mikael Vejdemo-Johansson 34 10 0 03 Jun 2020
Stable and consistent density-based clustering via multiparameter persistence Alexander Rolle Luis Scoccola 27 8 0 18 May 2020
On approximation theorems for the Euler characteristic with applications to the bootstrap Johannes T. N. Krebs Benjamin Roycraft W. Polonik 81 8 0 15 May 2020
Bootstrapping Persistent Betti Numbers and Other Stabilizing Statistics Benjamin Roycraft Johannes T. N. Krebs W. Polonik 56 6 0 04 May 2020
On the Limits of Topological Data Analysis for Statistical Inference Siddharth Vishwanath Kenji Fukumizu S. Kuriki Bharath K. Sriperumbudur 57 5 0 01 Jan 2020
Persistent Homology of Graph Embeddings Vinesh Solanki Patrick Rubin-Delanchy Ian Gallagher 59 7 0 21 Dec 2019
Unsupervised Space-Time Clustering using Persistent Homology Umar Islambekov Yulia R. Gel 23 16 0 25 Oct 2019
Probabilistic Convergence and Stability of Random Mapper Graphs Adam Brown O. Bobrowski E. Munch Bei Wang 134 30 0 08 Sep 2019
A persistent homology approach to heart rate variability analysis with an application to sleep-wake classification Yu-Min Chung Chuan-Shen Hu Y. Lo Hau‐Tieng Wu 41 51 0 09 Aug 2019
Nonparametric Confidence Regions for Level Sets: Statistical Properties and Geometry Wanli Qiao W. Polonik 48 17 0 04 Mar 2019
Approximating Continuous Functions on Persistence Diagrams Using Template Functions Jose A. Perea E. Munch Firas A. Khasawneh 29 27 0 19 Feb 2019
A Stable Cardinality Distance for Topological Classification Vasileios Maroulas Cassie Putman Micucci Adam Spannaus 38 8 0 04 Dec 2018
Uniform Convergence Rate of the Kernel Density Estimator Adaptive to Intrinsic Volume Dimension Jisu Kim Jaehyeok Shin Alessandro Rinaldo Larry A. Wasserman 95 32 0 13 Oct 2018
Certified Mapper: Repeated testing for acyclicity and obstructions to the nerve lemma Mikael Vejdemo-Johansson Alisa Leshchenko 13 4 0 29 Aug 2018
Modelling Persistence Diagrams with Planar Point Processes, and Revealing Topology with Bagplots R. Adler Sarit Agami 36 13 0 16 Aug 2018
The modal age of Statistics José E. Chacón 36 48 0 08 Jul 2018
Homology-Preserving Dimensionality Reduction via Manifold Landmarking and Tearing Lin Yan Yaodong Zhao Paul Rosen C. Scheidegger Bei Wang 66 15 0 22 Jun 2018
Data-Driven Analysis of Pareto Set Topology Naoki Hamada Keisuke Goto 36 6 0 19 Apr 2018
Nonparametric Estimation of Probability Density Functions of Random Persistence Diagrams Joshua L. Mike Vasileios Maroulas 37 24 0 07 Mar 2018