Acceleration Algorithms for Machine Learning Models

Generating Graphs with Deep Learning and Graph Theory

Mining User Generated Content: Addressing Data Scarcity in Filtering Tasks

Deep Learning with Differential Privacy and Adversarial Robustness

Temporal Irregular Tensor Factorization and Prediction for Health Data Analysis

Computational discovery of interpretable histopathologic prognostic biomarkers in invasive carcinomas of the breast

Knowledge-Aware User Intent Inference for Web Search and Conversational Agents

Dynamic Network Anomaly Modeling of Cell-Phone Call Detail Records for Infectious Disease Surveillance

Predicting Rare Clinical Events in Complex and Dynamic Environments