15 citations · 49 across the 7 of their papers we have counts for
3 papers · 1 filter
Adaptive Group Testing with Mismatched Models
Mingzhou Fan, Byung-Jun Yoon, Francis J. Alexander +2
Accurate detection of infected individuals is one of the critical steps in stopping any pandemic. When the underlying infection rate of the disease is low, testing people in groups…
Robust Importance Sampling for Error Estimation in the Context of Optimal Bayesian Transfer Learning
Omar Maddouri, Xiaoning Qian, Francis J. Alexander +2
Classification has been a major task for building intelligent systems as it enables decision-making under uncertainty. Classifier design aims at building models from training data…
Geometric Affinity Propagation for Clustering with Network Knowledge
Omar Maddouri, Xiaoning Qian, Byung-Jun Yoon
Clustering data into meaningful subsets is a major task in scientific data analysis. To date, various strategies ranging from model-based approaches to data-driven schemes, have be…