Interpretable and Interactive Representation Learning on Geometric Data

Towards the Robustness of Deep Learning Systems Against Adversarial Examples in Sequential Data

Deep Learning with Differential Privacy and Adversarial Robustness

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

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

Differentially Private Deep Learning

Novel Statistical and Machine Learning Methods with Application to Brain Imaging Data

Network-Based Machine Learning Methods for Omics Data