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ORCIDElizabeth Hou
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2020 – today
- 2024
[c5]Elizabeth Hou, Ross Greenwood, Piyush Kumar:
Machine Learning Models for Improved Tracking from Range-Doppler Map Images. FUSION 2024: 1-9- [c4]Athanasios Tsiligkaridis
, Nicholas Kalinowski, Zhongheng Li, Elizabeth Hou:
Encoding Agent Trajectories as Representations with Sequence Transformers. GeoAI@SIGSPATIAL 2024: 38-49 - [i6]Elizabeth Hou, Ross Greenwood, Piyush Kumar:
Machine Learning Models for Improved Tracking from Range-Doppler Map Images. CoRR abs/2407.03140 (2024) - [i5]Athanasios Tsiligkaridis, Nicholas Kalinowski, Zhongheng Li, Elizabeth Hou:
Encoding Agent Trajectories as Representations with Sequence Transformers. CoRR abs/2410.09204 (2024) - 2023
- [c3]Elizabeth Mary Hou, Gregory David Castañón:
Decoding Layer Saliency in Language Transformers. ICML 2023: 13285-13308 - [i4]Elizabeth Mary Hou, Gregory D. Castañón:
Decoding Layer Saliency in Language Transformers. CoRR abs/2308.05219 (2023) - 2022
- [i3]Elizabeth Hou, Joanna Brown, John Fisher:
Hierarchical Entity Alignment for Attribute-Rich Event-Driven Graphs. CoRR abs/2202.00798 (2022)
2010 – 2019
- 2019
- [j2]Elizabeth Hou, Yasin Yilmaz, Alfred O. Hero III:
Anomaly Detection in Partially Observed Traffic Networks. IEEE Trans. Signal Process. 67(6): 1461-1476 (2019) - 2018
- [j1]Elizabeth Hou, Kumar Sricharan, Alfred O. Hero III:
Latent Laplacian Maximum Entropy Discrimination for Detection of High-Utility Anomalies. IEEE Trans. Inf. Forensics Secur. 13(6): 1446-1459 (2018) - [c2]Elizabeth Hou, Alfred O. Hero III:
Sequential Maximum Margin Classifiers for Partially Labeled Data. ICASSP 2018: 2826-2830 - [i2]Elizabeth Hou, Alfred O. Hero III:
Sequential Maximum Margin Classifiers for Partially Labeled Data. CoRR abs/1803.02517 (2018) - 2017
- [i1]Elizabeth Hou, Kumar Sricharan, Alfred O. Hero III:
Latent Laplacian Maximum Entropy Discrimination for Detection of High-Utility Anomalies. CoRR abs/1702.05148 (2017) - 2016
- [c1]Jesús Arroyo, Elizabeth Hou:
Efficient distributed estimation of inverse covariance matrices. SSP 2016: 1-5
Coauthor Index
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