Showing cs.LGShow all
2 papers · 1 filter
cs.LG2025
GRAIL: A Benchmark for GRaph ActIve Learning in Dynamic Sensing Environments
Maryam Khalid, Akane Sano
Graph-based Active Learning (AL) leverages the structure of graphs to efficiently prioritize label queries, reducing labeling costs and user burden in applications like health moni…
cs.LG2024
SleepNet: Attention-Enhanced Robust Sleep Prediction using Dynamic Social Networks
Maryam Khalid, Elizabeth B. Klerman, Andrew W. Mchill +2
Sleep behavior significantly impacts health and acts as an indicator of physical and mental well-being. Monitoring and predicting sleep behavior with ubiquitous sensors may therefo…