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Elizabeth Hou
Elizabeth Hou
Verified email at umich.edu - Homepage
Title
Cited by
Cited by
Year
Social media as an alternative to surveys of opinions about the economy
FG Conrad, JA Gagnon-Bartsch, RA Ferg, MF Schober, J Pasek, E Hou
Social Science Computer Review 39 (4), 489-508, 2021
592021
Anomaly detection in partially observed traffic networks
E Hou, Y Yılmaz, AO Hero
IEEE Transactions on Signal Processing 67 (6), 1461-1476, 2019
202019
Penalized ensemble Kalman filters for high dimensional non-linear systems
E Hou, E Lawrence, AO Hero
PloS one 16 (3), e0248046, 2021
14*2021
Latent laplacian maximum entropy discrimination for detection of high-utility anomalies
E Hou, K Sricharan, AO Hero
IEEE Transactions on Information Forensics and Security 13 (6), 1446-1459, 2018
142018
Efficient distributed estimation of inverse covariance matrices
J Arroyo, E Hou
2016 IEEE Statistical Signal Processing Workshop (SSP), 1-5, 2016
112016
A “collective-vs-self” hypothesis for when Twitter and survey data tell the same story
FG Conrad, MF Schober, J Pasek, L Guggenheim, C Lampe, E Hou
Annual Conference of the American Association for Public Opinion Research …, 2015
82015
Sequential maximum margin classifiers for partially labeled data
E Hou, AO Hero
2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018
12018
Online diversion detection in nuclear fuel cycles via multimodal observations
Y Yilmaz, E Hou, AO Hero
arXiv preprint arXiv:1605.00282, 2016
12016
Diversion detection in partially observed nuclear fuel cycle networks
E Hou, Y Yılmaz, AO Hero
arXiv preprint arXiv:1604.04322, 2016
12016
Machine Learning Models for Improved Tracking from Range-Doppler Map Images
E Hou, R Greenwood, P Kumar
arXiv preprint arXiv:2407.03140, 2024
2024
Decoding layer saliency in language transformers
EM Hou, GD Castanon
International Conference on Machine Learning, 13285-13308, 2023
2023
Hierarchical Entity Alignment for Attribute-Rich Event-Driven Graphs
E Hou, J Brown, J Fisher
arXiv preprint arXiv:2202.00798, 2022
2022
Anomaly Detection and Sequential Filtering with Partial Observations
E Hou
2019
Variational Methods for Posterior Estimation of Non-linear Inverse Problems
EM Hou, EC Lawrence
Los Alamos National Lab.(LANL), Los Alamos, NM (United States), 2018
2018
Kalman Filter Models for Data Assimilation
EM Hou, EC Lawrence
Los Alamos National Laboratory (LANL), Los Alamos, NM (United States), 2015
2015
ENCODING AGENT TRAJECTORIES AS REPRESENTA-TIONS WITH SEQUENCE TRANSFORMERS
A Tsiligkaridis, Z Li, E Hou
DECODING LAYER SALIENCY IN TRANSFORMERS
EM Hou, G Castanon
Quickest Change Detection in Nuclear Fuel Cycles
Y Yilmaz, E Hou, T Banerjee, AO Hero
Event Correlation & Anomaly Detection
E Hou, Y Yılmaz, T Van, T Banerjee, A Hero
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Articles 1–19