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08/31/2023
Balancing between the Local and Global Structures (LGS) in Graph Embedding
We present a method for balancing between the Local and Global Structure...
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08/07/2023
On the Perception of Small Sub-graphs
Interpreting a node-link graph is enhanced if similar subgraphs (or moti...
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09/01/2022
Spherical Graph Drawing by Multi-dimensional Scaling
We describe an efficient and scalable spherical graph embedding method. ...
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05/16/2022
Browser-based Hyperbolic Visualization of Graphs
Hyperbolic geometry offers a natural focus + context for data visualizat...
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06/29/2021
Probabilistic Graphical Models and Tensor Networks: A Hybrid Framework
We investigate a correspondence between two formalisms for discrete prob...
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06/03/2021
Adaptive Epidemic Forecasting and Community Risk Evaluation of COVID-19
Pandemic control measures like lock-down, restrictions on restaurants an...
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10/20/2020
Quantum Tensor Networks, Stochastic Processes, and Weighted Automata
Modeling joint probability distributions over sequences has been studied...
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08/12/2020
Adaptive Tensor Learning with Tensor Networks
Tensor decomposition techniques have shown great successes in machine le...
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03/02/2020
