Machine Learning · Computer Science
Metric Distribution to Vector: Constructing Data Representation via Broad-Scale Discrepancies
Xue Liu, Dan Sun, Xiaobo Cao, Hao Ye +1
2022-10-04
Social and Information Networks · Computer Science
A Geometric Distance Oracle for Large Real-World Graphs
Deepak Ajwani, W. Sean Kennedy, Alessandra Sala, Iraj Saniee
2014-04-22
Computation and Language · Computer Science
Making Fast Graph-based Algorithms with Graph Metric Embeddings
Andrey Kutuzov, Mohammad Dorgham, Oleksiy Oliynyk, Chris Biemann +1
2019-06-18
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
Databases · Computer Science
On Reporting Durable Patterns in Temporal Proximity Graphs
Pankaj K. Agarwal, Xiao Hu, Stavros Sintos, Jun Yang
2024-03-26
Data Structures and Algorithms · Computer Science
A Distance for Geometric Graphs via the Labeled Merge Tree Interleaving Distance
Erin Wolf Chambers, Elizabeth Munch, Sarah Percival, Xinyi Wang
2024-07-15
Machine Learning · Statistics
A new class of metrics for learning on real-valued and structured data
Ruiyu Yang, Yuxiang Jiang, Scott Mathews, Elizabeth A. Housworth +2
2018-04-24
Databases · Computer Science
Trajectory Similarity Measurement: An Efficiency Perspective
Yanchuan Chang, Egemen Tanin, Gao Cong, Christian S. Jensen +1
2024-06-13
Quantitative Methods · Quantitative Biology
Euclidean distance geometry and applications
Leo Liberti, Carlile Lavor, Nelson Maculan, Antonio Mucherino
2012-05-03
Computer Vision and Pattern Recognition · Computer Science
Hyperbolic Vision Transformers: Combining Improvements in Metric Learning
Aleksandr Ermolov, Leyla Mirvakhabova, Valentin Khrulkov, Nicu Sebe +1
2022-03-23