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01/24/2022
Pearl: Parallel Evolutionary and Reinforcement Learning Library
Reinforcement learning is increasingly finding success across domains wh...
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05/11/2021
Graph Theory for Metro Traffic Modelling
A unifying graph theoretic framework for the modelling of metro transpor...
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01/02/2020
Graph Signal Processing – Part III: Machine Learning on Graphs, from Graph Topology to Applications
Many modern data analytics applications on graphs operate on domains whe...
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12/12/2019
Graph Theory and Metro Traffic Modelling
In this article we demonstrate how graph theory can be used to identify ...
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10/12/2019
Portfolio Cuts: A Graph-Theoretic Framework to Diversification
Investment returns naturally reside on irregular domains, however, stand...
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09/23/2019
Graph Signal Processing – Part II: Processing and Analyzing Signals on Graphs
The focus of Part I of this monograph has been on both the fundamental p...
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09/12/2019
Unitary Shift Operators on a Graph
A unitary shift operator (GSO) for signals on a graph is introduced, whi...
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08/05/2019
A Unifying Analysis of Shift Operators on a Graph
The maximum entropy principle is employed to introduce a general class o...
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07/08/2019
