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Topic-Contributed Paper Session

Student Paper Award and John M. Chambers Statistical Software Award

Sun, Aug 3, 2:00 PM - 3:50 PM Room CC-101C Music City Center

Philip WaggonerOrganizerEmily RobinsonChair

Section on Statistical Graphics co: Section on Statistical Computingco: No Additional Sponsor

5 Presentations

An Interactive Visualization Framework for Forensic Bullet Comparisons

2:05 PM - 2:25 PM

Nathan Rethwisch (Iowa State University)

Data Visualization Interactive Forensic Modeling Cross-correlation function Land engraved area Forensic pattern analysis Forensic statistics

FAST: An Optimization Framework for Fast Additive Segmentation in Transparent ML

2:25 PM - 2:45 PM

Brian Liu (Massachusetts Institute of Technology)

Federated Learning of Robust Individualized Decision Rules with Application to Heterogeneous Multi-Hospital Sepsis Population

2:45 PM - 3:05 PM

Conditional average treatment effect, data integration, distributionally robust learning, decentralized data.

Fisher Contrastive Learning: A Robust Solution to the Feature Suppression Effect

3:05 PM - 3:25 PM

Shushan Wu (University Of Georgia)

self-supervised learning contrastive learning sufficient dimension reduction feature suppression effect data augmentation

Interactive Data Exploration with Plotscaper and the Hidden Algebra of Interactive Graphics

3:25 PM - 3:45 PM

Adam Bartonicek (University of Auckland)

Interactive data visualization Data visualization R Linked selection Category theory

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