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