Facundo Mémoli
- A functorial Dowker theorem and persistent homology of asymmetric\n networks
2016/08/18 by Samir Chowdhury, Facundo Mémoli, Chowdhury, Samir +1 · 7 citations
Computer Science · #Topological and Geometric Data Analysis
- The Gromov-Wasserstein distance between networks and stable network\n invariants
2018/08/13 by Samir Chowdhury, Facundo Mémoli, Chowdhury, Samir +1 · 7 citations
Computer Science · Medicine · Physics and Astronomy · #Advanced Neuroimaging Techniques and Applications #Complex Network Analysis Techniques #Discrete Mathematics (cs.DM) #FOS: Computer and information sciences #FOS: Mathematics #Metric Geometry (math.MG) #Topological and Geometric Data Analysis
- Some Properties of Gromov–Hausdorff Distances
2012/02/29 by Facundo Mémoli · 3 citations
- Classifying Clustering Schemes
2010/11/24 by Gunnar Carlsson, Facundo Mémoli, Carlsson, Gunnar +1 · 2 citations
Computer Science · #Advanced Clustering Algorithms Research #Data Management and Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Topological and Geometric Data Analysis
- Weisfeiler-Lehman meets Gromov-Wasserstein
2022/02/05 by Samantha Chen, Chen, Samantha, Sunhyuk Lim +7 · 3 citations
Computer Science · #Advanced Graph Neural Networks #Adversarial Robustness in Machine Learning #Complexity and Algorithms in Graphs #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Metric Geometry (math.MG)
- A spectral notion of Gromov–Wasserstein distance and related methods
2010/09/30 by Facundo Mémoli · 1 citation
Computer Science · Engineering · Mathematics · #3D Shape Modeling and Analysis #Morphological variations and asymmetry #Topological and Geometric Data Analysis
- Comparison Results for Gromov-Wasserstein and Gromov-Monge Distances
2022/12/28 by Facundo Mémoli, Mémoli, Facundo, Tom Needham +1 · 2 citations
Computer Science · Medicine · #FOS: Mathematics #Medical Imaging Techniques and Applications #Metric Geometry (math.MG) #Topological and Geometric Data Analysis
- The Gromov-Hausdorff distance between ultrametric spaces: its structure and computation
2021/10/07 by Facundo Mémoli, Mémoli, Facundo, Zane Smith +3 · 1 citation
Computer Science · Mathematics · #Advanced Topology and Set Theory #Computational Geometry (cs.CG) #FOS: Computer and information sciences #FOS: Mathematics #Homotopy and Cohomology in Algebraic Topology #Metric Geometry (math.MG) #Topological and Geometric Data Analysis
- The Weisfeiler-Lehman Distance: Reinterpretation and Connection with GNNs
2023/02/01 by Samantha Chen, Sunhyuk Lim, Chen, Samantha +7 · 1 citation
Psychology · Neuroscience · #Mental Health Research Topics #EEG and Brain-Computer Interfaces
- Grassmannian Persistence Diagrams: Special Properties in the 1-Parameter Setting
2025/04/04 by Aziz Burak Gülen, Gülen, Aziz Burak, Facundo Mémoli +3 · 2 citations
Computer Science · Mathematics · #Topological and Geometric Data Analysis #Advanced Combinatorial Mathematics #Homotopy and Cohomology in Algebraic Topology
- Geometric Bounds for Persistence
2024/03/20 by Alexey Balitskiy, Balitskiy, Alexey, Barış Coşkunuzer +3 · 1 citation
Computer Science · #Algebraic Topology (math.AT) #FOS: Mathematics #Metric Geometry (math.MG) #Topological and Geometric Data Analysis
- Hierarchical Quasi-Clustering Methods for Asymmetric Networks
2014/04/17 by Gunnar Carlsson, Carlsson, Gunnar, Facundo Mémoli +5 · 1 citation
Physics and Astronomy · Computer Science · #Complex Network Analysis Techniques #Opinion Dynamics and Social Influence #Data Management and Algorithms