3 papers
cs.LG2026
Generating Causal Temporal Interaction Graphs for Counterfactual Validation of Temporal Link Prediction
Aniq Ur Rahman, Justin P. Coon
Temporal link prediction (TLP) models are commonly evaluated based on predictive accuracy, yet such evaluations do not assess whether these models capture the causal mechanisms tha…
cs.CV2024
XDT-CXR: Investigating Cross-Disease Transferability in Zero-Shot Binary Classification of Chest X-Rays
Umaima Rahman, Abhishek Basu, Muhammad Uzair Khattak +1
This study explores the concept of cross-disease transferability (XDT) in medical imaging, focusing on the potential of binary classifiers trained on one disease to perform zero-sh…
cs.LG2024
A Primer on Temporal Graph Learning
Aniq Ur Rahman, Justin P. Coon
This document aims to familiarize readers with temporal graph learning (TGL) through a concept-first approach. We have systematically presented vital concepts essential for underst…