52 citations · 68 across the 4 of their papers we have counts for
4 papers
Conditional anomaly detection methods for patient-management alert systems
Michal Valko, Gregory Cooper, Amy Seybert +3
Anomaly detection methods can be very useful in identifying unusual or interesting patterns in data. A recently proposed conditional anomaly detection framework extends anomaly det…
Distance metric learning for conditional anomaly detection
Michal Valko, Milos Hauskrecht
Anomaly detection methods can be very useful in identifying unusual or interesting patterns in data. A recently proposed conditional anomaly detection framework extends anomaly det…
Learning to Adapt Clinical Sequences with Residual Mixture of Experts
Jeong Min Lee, Milos Hauskrecht
Clinical event sequences in Electronic Health Records (EHRs) record detailed information about the patient condition and patient care as they occur in time. Recent years have witne…
Solving Factored MDPs with Hybrid State and Action Variables
C. Guestrin, M. Hauskrecht, B. Kveton
Efficient representations and solutions for large decision problems with continuous and discrete variables are among the most important challenges faced by the designers of automat…