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Elahe Ghalebi

2 accepted papers

2022

On Evaluation Metrics for Graph Generative Models

ICLR 2022poster

In image generation, generative models can be evaluated naturally by visually inspecting model outputs. However, this is not always the case for graph generative models (GGMs), making their evaluation challenging. Currently, the standard process for evaluating GGMs suffers from three critical limita…

2018

Dynamic Network Model from Partial Observations

NeurIPS 2018spotlight

Can evolving networks be inferred and modeled without directly observing their nodes and edges? In many applications, the edges of a dynamic network might not be observed, but one can observe the dynamics of stochastic cascading processes (e.g., information diffusion, virus propagation) occurring ov…

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