Vincent is a researcher at IBM Research Ireland. His work aims to push the boundaries of what is possible with AI. His recent work focusses on using deep learning for visual recognition and scene understanding in open-world setting. He also specializes in applying machine learning models to physical systems including renewable energy, transportation, and atmospheric dynamics. He has worked on multiple client engagements including an grid-forecasting project in vermont, recently nominated for the Royal Irish Academy AmCham innovation award. Vincent obtained his PhD in physics and finance from the University of Arizona in 2011. He has conducted research at Princeton University in NJ, CNRS in France, and Leiden University in the Netherlands.
Knowledge Discovery and Data Mining, Learning, Perception, Reasoning