Lifelong learning, incremental learning
2015 – Present
 
Deep neural networks, regularization, small sample regimes
2014 – Present
 
Optimization of deep neural networks, specialized loss function
2014 – Present
 
Neural networks for medical applications, medical image analysis
2014 – Present