Rodríguez, Alexander
- EINNs: Epidemiologically-informed Neural Networks
2022/02/21 by Rodríguez, Alexander, Cui, Jiaming, Ramakrishnan, Naren +2 · 5 citations
#Applications (stat.AP) #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Physics and Society (physics.soc-ph) #Populations and Evolution (q-bio.PE)
- Differentiable Agent-based Epidemiology
2022/07/20 by Ayush Chopra, Alexander Rodríguez, Chopra, Ayush +10 · 6 citations
Mathematics · #Artificial Intelligence (cs.AI) #COVID-19 epidemiological studies #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Populations and Evolution (q-bio.PE) #Quantitative Methods (q-bio.QM)
- When in Doubt: Neural Non-Parametric Uncertainty Quantification for Epidemic Forecasting
2021/06/07 by Harshavardhan Kamarthi, Lingkai Kong, Kamarthi, Harshavardhan +7 · 1 citation
Computer Science · #Machine Learning in Healthcare #Explainable Artificial Intelligence (XAI) #Anomaly Detection Techniques and Applications
- Back2Future: Leveraging Backfill Dynamics for Improving Real-time\n Predictions in Future
2021/06/08 by Harshavardhan Kamarthi, Alexander Rodríguez, Kamarthi, Harshavardhan +3 · 1 citation
Computer Science · Mathematics · Medicine · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #COVID-19 epidemiological studies #Computers and Society (cs.CY) #Data-Driven Disease Surveillance #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Neural Conformal Control for Time Series Forecasting
2024/12/24 by Ruipu Li, Alexander Rodríguez, Li, Ruipu +1 · 2 citations
Computer Science · #Neural Networks and Applications