Andre T. Nguyen
Citata da
Citata da
Combining search, social media, and traditional data sources to improve influenza surveillance
M Santillana, AT Nguyen, M Dredze, MJ Paul, EO Nsoesie, JS Brownstein
PLoS Comput Biol 11 (10), e1004513, 2015
Flu Near You: crowdsourced symptom reporting spanning 2 influenza seasons
MS Smolinski, AW Crawley, K Baltrusaitis, R Chunara, JM Olsen, ...
American journal of public health 105 (10), 2124-2130, 2015
Cloud-based electronic health records for real-time, region-specific influenza surveillance
M Santillana, AT Nguyen, T Louie, A Zink, J Gray, I Sung, JS Brownstein
Scientific reports 6, 25732, 2016
Combining participatory influenza surveillance with modeling and forecasting: Three alternative approaches
JS Brownstein, S Chu, A Marathe, MV Marathe, AT Nguyen, D Paolotti, ...
JMIR public health and surveillance 3 (4), e83, 2017
Estimating the Cumulative Incidence of COVID-19 in the United States Using Four Complementary Approaches
FS Lu, AT Nguyen, NB Link, JT Davis, M Chinazzi, X Xiong, A Vespignani, ...
medRxiv, 2020
Adversarial Attacks, Regression, and Numerical Stability Regularization
AT Nguyen, E Raff
AAAI 2019 Workshop on Engineering Dependable and Secure Machine Learning Systems, 2018
An Early Warning Approach to Monitor COVID-19 Activity with Multiple Digital Traces in Near Real-Time
NE Kogan, L Clemente, P Liautaud, J Kaashoek, NB Link, AT Nguyen, ...
arXiv preprint arXiv:2007.00756, 2020
Real-time estimation of disease activity in emerging outbreaks using internet search information
EL Aiken, SF McGough, MS Majumder, G Wachtel, AT Nguyen, C Viboud, ...
PLOS Computational Biology 16 (8), e1008117, 2020
Connecting Lyapunov Control Theory to Adversarial Attacks
A Rahnama, AT Nguyen, E Raff
KDD 2019 Workshop on Adversarial Learning Methods for Machine Learning and …, 2019
Robust Design of Deep Neural Networks against Adversarial Attacks based on Lyapunov Theory
A Rahnama, AT Nguyen, E Raff
CVPR 2020, 2019
Towards the Use of Neural Networks for Influenza Prediction at Multiple Spatial Resolutions
EL Aiken, AT Nguyen, M Santillana
NeurIPS 2019 ML4H: Machine Learning for Health Workshop, 2019
Would a File by Any Other Name Seem as Malicious?
AT Nguyen, E Raff, A Sant-Miller
IEEE Big Data 2019, 2019
A Manifold Alignment Approach to Grounded Language Learning
LE Richards, AT Nguyen, K Darvish, E Raff, C Matuszek
8th Northeast Robotics Colloquium (NERC), 2019
System And Method For Heterogeneous Relational Kernel Learning
AT Nguyen, R Edward
US Patent App. 16/536,926, 2020
Practical Cross-modal Manifold Alignment for Grounded Language
AT Nguyen, LE Richards, GY Kebe, E Raff, K Darvish, F Ferraro, ...
arXiv preprint arXiv:2009.05147, 2020
Methods and systems for collecting and analyzing data using a cognitive fabric to provide cognitive agility for the analytic tradecraft
KH Lee, JD Pisano, SP Shah, AT Nguyen, LEI Yuxun, C Brown, M Becker
US Patent App. 16/596,188, 2020
Heterogeneous Relational Kernel Learning
AT Nguyen, E Raff
KDD 2019 Mining and Learning from Time Series Workshop, 2019
Improved Automatic Pharmacovigilance: An Enhancement to the MedWatcher Social System for Monitoring Adverse Events
AT Nguyen, E Raff, J Lien, SR Mekaru
KDD 2019 epiDAMIK: Epidemiology Meets Data Mining and Knowledge Discovery …, 2019
Generalizing the Polya-Gamma Augmented Dynamic Topic Model to Learn Ideas
AT Nguyen
Harvard College, 2016
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