Machine Learning · Computer Science
Exploring the Semantic Content of Unsupervised Graph Embeddings: An Empirical Study
Stephen Bonner, Ibad Kureshi, John Brennan, Georgios Theodoropoulos +2
2018-06-21
Social and Information Networks · Computer Science
Graph Vertex Embeddings: Distance, Regularization and Community Detection
Radosław Nowak, Adam Małkowski, Daniel Cieślak, Piotr Sokół +1
2024-04-18
Combinatorics · Mathematics
Graph Polynomial for Colored Embedded Graphs: A Topological Approach
Somnath Basu, Dhruv Bhasin, Siddhartha Lal, Siddhartha Patra
2022-05-02
Computational Geometry · Computer Science
Reconstructing Embedded Graphs from Persistence Diagrams
Robin Lynne Belton, Brittany Terese Fasy, Rostik Mertz, Samuel Micka +5
2020-06-22
Logic in Computer Science · Computer Science
Computable Approximations of Semicomputable Graphs
Vedran Čačić, Matea Čelar, Marko Horvat, Zvonko Iljazović
2026-04-15
Signal Processing · Electrical Eng. & Systems
Joint Data Inpainting and Graph Learning via Unrolled Neural Networks
Subbareddy Batreddy, Pushkal Mishra, Yaswanth Kakarla, Aditya Siripuram
2024-07-17
Computational Geometry · Computer Science
Reconstruction of Random Geometric Graphs: Breaking the Omega(r) distortion barrier
Varsha Dani, Josep Díaz, Thomas P. Hayes, Cristopher Moore
2022-05-18
High Energy Physics - Phenomenology · Physics
Topological Reconstruction of Particle Physics Processes using Graph Neural Networks
Lukas Ehrke, John Andrew Raine, Knut Zoch, Manuel Guth +1
2023-10-16
Algebraic Topology · Mathematics
Computing the Homology of Hypergraphs
Shiquan Ren, Chengyuan Wu, Stephane Bressan, Jie Wu
2018-01-03
Algebraic Topology · Mathematics
Stratified Space Learning: Reconstructing Embedded Graphs
Yossi Bokor, Daniel Grixti-Cheng, Markus Hegland, Stephen Roberts +1
2019-09-30