Ioanna Gemou

Hello! I’m Ioanna–a PhD student in Computer Science at Brown University, advised by Ritambhara Singh.

My research focuses on understanding how deep learning models learn and reason over heterogeneous, multimodal data. I believe that for deep learning models to be meaningfully deployed in high-stakes domains such as healthcare, two components are essential: (a) principled representations that integrate diverse data sources in a coherent way, and (b) sufficient insight into the mechanisms by which models arrive at their predictions.