Latest research projects, publications, and talks
Noisy Truncated SGD: Optimization and Generalization [preprint]
Posted
Yingxue Zhou (Ph.D. student), Xinyan Li (Ph.D. student), Arindam Banerjee (adjunct professor)
SCARLET: Explainable Attention based Graph Neural Network for Fake News spreader prediction [preprint]
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Bhavtosh Rath (Ph.D. student), Xavier Morales, Jaideep Srivastava (professor)
Relationship between Citizen-Eyewitness Images and Audience Engagement with News [journal]
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Jisu Kim, Jisu Huh, Bhavtosh Rath (Ph.D. student), Aadesh Salecha (undergraduate research assistant), Jaideep Srivastava (professor)
Journalism Practice
Assessing Individual and Community Vulnerability to Fake News in Social Networks [preprint]
Posted
Bhavtosh Rath (Ph.D. student), Wei Gao, Jaideep Srivastava (professor)
Sub-Seasonal Climate Forecasting via Machine Learning: Challenges, Analysis, and Advances [conference paper]
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Sijie He (Ph.D. student), Xinyan Li (Ph.D. 2017), Timothy DelSole, Pradeep Ravikumar, Arindam Banerjee (adjunct professor)
AAAI Conference on Artificial Intelligence
Computer architecture for identifying sleep stages [patent]
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Karan Aggarwal, Swaraj Khadanga, Shafiq Rayhan Joty, Louis Kazaglis, Jaideep Srivastava (professor)
Continual Deterioration Prediction for Hospitalized COVID-19 Patients [preprint]
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Jiacheng Liu (Ph.D. student), Meghna Singh (Ph.D. student), Catherine ST Hill, Vino Raj, Lisa Kirkland, Jaideep Srivastava (professor)
Learning over Families of Sets-Hypergraph Representation Learning for Higher Order Tasks [preprint]
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Balasubramaniam Srinivasan, Da Zheng, George Karypis (professor)
An Empirical Comparison of Deep Learning Models for Knowledge Tracing on Large-Scale Dataset [preprint]
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Shalini Pandey (Ph.D. student), George Karypis (professor), Jaideep Srivastava (professor)
Learning Student Interest Trajectory for MOOCThread Recommendation [preprint]
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Shalini Pandey (Ph.D. student), Andrew Lan, George Karypis (professor), Jaideep Srivastava (professor)