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09/09/2021
FGOT: Graph Distances based on Filters and Optimal Transport
Graph comparison deals with identifying similarities and dissimilarities...
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03/12/2020
Wasserstein-based Graph Alignment
We propose a novel method for comparing non-aligned graphs of different ...
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09/20/2019
CDOT: Continuous Domain Adaptation using Optimal Transport
In this work, we address the scenario in which the target domain is cont...
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06/05/2019
GOT: An Optimal Transport framework for Graph comparison
We present a novel framework based on optimal transport for the challeng...
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01/24/2019
Graph heat mixture model learning
Graph inference methods have recently attracted a great interest from th...
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11/05/2018
Supervised Linear Regression for Graph Learning from Graph Signals
We propose a supervised learning approach for predicting an underlying g...
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10/23/2018
Graph Laplacian mixture model
Graph learning methods have recently been receiving increasing interest ...
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07/18/2017