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Invited Paper Session

Frontiers in Graph Learning: Novel Methods and Emerging Applications

Mon, Aug 5, 10:30 AM - 12:20 PM

Ivor CribbenChairMartin OndrusOrganizer

Section on Statistical Learning and Data Science

5 Presentations

Challenges in Causal Representation Learning and Deep Generative Models

10:35 AM - 10:55 AM

Bryon Aragam (The University of Chicago)

Change Point Detection in Graph Clustering for Early MCI Classification in High-dimensional fMRI Data

10:55 AM - 11:15 AM

Joint Semi-Symmetric Tensor PCA for Integrating Multi-modal Populations of Networks

11:15 AM - 11:35 AM

Multimodal Functional Graph Estimation with Application to Concurrent Measurements of EEG-fMRI

11:35 AM - 11:55 AM

Topological Pooling on Graphs

11:55 AM - 12:15 PM

Yuzhou Chen (Temple University)

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