Efficient distributed estimation of inverse covariance matrices. - Jesús Arroyo 001; Elizabeth Hou (SSP, 2016)

Sequential Maximum Margin Classifiers for Partially Labeled Data. - Elizabeth Hou; Alfred O. Hero III (ICASSP, 2018)

Latent Laplacian Maximum Entropy Discrimination for Detection of High-Utility Anomalies. - Elizabeth Hou; Kumar Sricharan; Alfred O. Hero III (IEEE Trans. Inf. Forensics Secur., 2018)

Anomaly Detection in Partially Observed Traffic Networks. - Elizabeth Hou; Yasin Yilmaz; Alfred O. Hero III (IEEE Trans. Signal Process., 2019)

Hierarchical Entity Alignment for Attribute-Rich Event-Driven Graphs. - Elizabeth Hou; Joanna Brown; John Fisher (CoRR, 2022)

Decoding Layer Saliency in Language Transformers. - Elizabeth Mary Hou; Gregory David Castañón (ICML, 2023)

Machine Learning Models for Improved Tracking from Range-Doppler Map Images. - Elizabeth Hou; Ross Greenwood; Piyush Kumar (FUSION, 2024)

Encoding Agent Trajectories as Representations with Sequence Transformers. - Athanasios Tsiligkaridis; Nicholas Kalinowski; Zhongheng Li; Elizabeth Hou (GeoAI@SIGSPATIAL, 2024)