2 papers
cs.LG2025
Deep Active Learning based Experimental Design to Uncover Synergistic Genetic Interactions for Host Targeted Therapeutics
Haonan Zhu, Mary Silva, Jose Cadena +7
Recent technological advances have introduced new high-throughput methods for studying host-virus interactions, but testing synergistic interactions between host gene pairs during…
cs.LG2022
Unsupervised Probabilistic Models for Sequential Electronic Health Records
Alan D. Kaplan, John D. Greene, Vincent X. Liu +1
We develop an unsupervised probabilistic model for heterogeneous Electronic Health Record (EHR) data. Utilizing a mixture model formulation, our approach directly models sequences…