Chazal, Frederic

16 publications

TMLR 2024 Choosing the Parameter of the Fermat Distance: Navigating Geometry and Noise Frederic Chazal, Laure Ferraris, Pablo Groisman, Matthieu Jonckheere, Frederic Pascal, Facundo Fabián Sapienza

TMLR 2024 MAGDiff: Covariate Data Set Shift Detection via Activation Graphs of Neural Networks Charles Arnal, Felix Hensel, Mathieu Carrière, Théo Lacombe, Hiroaki Kurihara, Yuichi Ike, Frederic Chazal

JMLR 2024 Topological Analysis for Detecting Anomalies in Dependent Sequences: Application to Time Series Frédéric Chazal, Clément Levrard, Martin Royer

ICLRW 2022 RipsNet: A General Architecture for Fast and Robust Estimation of the Persistent Homology of Point Clouds Thibault de Surrel, Felix Hensel, Mathieu Carrière, Théo Lacombe, Yuichi Ike, Hiroaki Kurihara, Marc Glisse, Frederic Chazal

AISTATS 2021 ATOL: Measure Vectorization for Automatic Topologically-Oriented Learning Martin Royer, Frederic Chazal, Clément Levrard, Yuhei Umeda, Yuichi Ike

ICML 2021 Optimizing Persistent Homology Based Functions Mathieu Carriere, Frederic Chazal, Marc Glisse, Yuichi Ike, Hariprasad Kannan, Yuhei Umeda

IJCAI 2021 Topological Uncertainty: Monitoring Trained Neural Networks Through Persistence of Activation Graphs Théo Lacombe, Yuichi Ike, Mathieu Carrière, Frédéric Chazal, Marc Glisse, Yuhei Umeda

NeurIPS 2020 PLLay: Efficient Topological Layer Based on Persistent Landscapes Kwangho Kim, Jisu Kim, Manzil Zaheer, Joon Kim, Frederic Chazal, Larry Wasserman

AISTATS 2020 PersLay: A Neural Network Layer for Persistence Diagrams and New Graph Topological Signatures Mathieu Carriere, Frederic Chazal, Yuichi Ike, Theo Lacombe, Martin Royer, Yuhei Umeda

AISTATS 2020 Quantitative Stability of Optimal Transport Maps and Linearization of the 2-Wasserstein Space Quentin Mérigot, Alex Delalande, Frederic Chazal

NeurIPS 2016 Data Driven Estimation of Laplace-Beltrami Operator Frederic Chazal, Ilaria Giulini, Bertrand Michel

JMLR 2015 Convergence Rates for Persistence Diagram Estimation in Topological Data Analysis Frédéric Chazal, Marc Glisse, Catherine Labruère, Bertrand Michel

ICML 2015 Subsampling Methods for Persistent Homology Frederic Chazal, Brittany Fasy, Fabrizio Lecci, Bertrand Michel, Alessandro Rinaldo, Larry Wasserman

ICML 2014 Convergence Rates for Persistence Diagram Estimation in Topological Data Analysis Frédéric Chazal, Marc Glisse, Catherine Labruère, Bertrand Michel

CVPR 2014 Persistence-Based Structural Recognition Chunyuan Li, Maks Ovsjanikov, Frederic Chazal

CVPRW 2010 Persistence-Based Segmentation of Deformable Shapes Primoz Skraba, Maks Ovsjanikov, Frédéric Chazal, Leonidas J. Guibas