Rath, Preetish

4 publications

TMLR 2025 Discovering Group Dynamics in Coordinated Time Series via Hierarchical Recurrent Switching-State Models Michael Wojnowicz, Kaitlin Gili, Preetish Rath, Eric Miller, Jeffrey W. Miller, Clifford Lee Hancock, Meghan O'Donovan, Seth Elkin-Frankston, Tad Brunye, Michael C Hughes

ICMLW 2023 Semi-Supervised Ordinal Regression via Cumulative Link Models for Predicting In-Hospital Length-of-Stay Alexander Arjun Lobo, Preetish Rath, Michael C Hughes

AISTATS 2022 Optimizing Early Warning Classifiers to Control False Alarms via a Minimum Precision Constraint Preetish Rath, Michael Hughes

NeurIPSW 2022 Prediction-Constrained Markov Models for Medical Time Series with Missing Data and Few Labels Preetish Rath, Gabriel Hope, Kyle Heuton, Erik B. Sudderth, Michael C Hughes