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Reducing Operator Complexity in Algebraic Multigrid with Machine Learning Approaches
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AudioStrike: Acoustic Identification of Keystrokes to Enhance End-to-End Session Integrity
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Interpretable and Interactive Representation Learning on Geometric Data
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Towards the Robustness of Deep Learning Systems Against Adversarial Examples in Sequential Data
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Dynamic Network Anomaly Modeling of Cell-Phone Call Detail Records for Infectious Disease Surveillance
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Differentially Private Deep Learning
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Hierarchical Transformer for Early Detection of Alzheimer’s Disease
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Network-Based Machine Learning Methods for Omics Data
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Differential Equation Interpretation of Deep Neural Networks
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Computational discovery of interpretable histopathologic prognostic biomarkers in invasive carcinomas of the breast
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FriendsQA: Open-Domain Question Answering Dataset on TV Show Transcripts
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Knowledge-Aware User Intent Inference for Web Search and Conversational Agents
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Deep Learning with Differential Privacy and Adversarial Robustness
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Novel Statistical and Machine Learning Methods with Application to Brain Imaging Data
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Using Deep Recurrent Neural Networks to Estimate Influenza Prevalence from Mobile Phone Records
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