Identifying causal treatment (or exposure) effects in observational stud...
With rapid development of techniques to measure brain activity and struc...
This paper introduces RISE, a robust individualized decision learning
fr...
Allocating patients to treatment arms during a trial based on the observ...
Finding hierarchical heavy hitters (HHHs) (i.e., hierarchical aggregates...
Federated learning is an appealing framework for analyzing sensitive dat...
High-throughput microarray and sequencing technology have been used to
i...
The human papillomavirus (HPV) vaccine is the most effective way to prev...
Clustering with variable selection is a challenging but critical task fo...
Fast detection of heavy flows (e.g., heavy hitters and heavy changers) i...
Simultaneous inference after model selection is of critical importance t...