897 citations · 2.1k across the 32 of their papers we have counts for
3 papers · 2 filters
Incorporating Feedback into Tree-based Anomaly Detection
Shubhomoy Das, Weng-Keen Wong, Alan Fern +2
Anomaly detectors are often used to produce a ranked list of statistical anomalies, which are examined by human analysts in order to extract the actual anomalies of interest. Unfor…
Fast Optimization of Wildfire Suppression Policies with SMAC
Sean McGregor, Rachel Houtman, Claire Montgomery +2
Managers of US National Forests must decide what policy to apply for dealing with lightning-caused wildfires. Conflicts among stakeholders (e.g., timber companies, home owners, and…
Factoring Exogenous State for Model-Free Monte Carlo
Sean McGregor, Rachel Houtman, Claire Montgomery +2
Policy analysts wish to visualize a range of policies for large simulator-defined Markov Decision Processes (MDPs). One visualization approach is to invoke the simulator to generat…