Research

RESEARCH

The lab´s research focuses on machine learning and its applications. We are interested in the foundations of machine learning and how it is used to solve challenging problems. 

LANGUAGE UNDERSTANDING

Question Answering

Author Profiling

Source Code Analysis

MULTIMODAL LEARNING

GMU

 

Multimodal information retrieval.

IMAGE ANALYSIS

Histopathology

Ophthalmic Images

HYBRID DEEP KERNEL METHODS

Deep Kernel Methods

Deep Matrix Factorization