Prof Professor Mihaela van der Schaar will give us a talk on 22nd January on “Time - the next frontier in Machine Learning”
Join us for the OxWoCS Distinguished Speaker Series. Professor Mihaela van der Schaar is giving her talk: "Time: The next frontier in Machine Learning".
Speaker: Prof. Mihaela van der Schaar
Title: Time - The next frontier in Machine Learning
Time: Monday 22nd Jan. 2-3pm
Venue: Department for Statistics (24-29 St. Giles) - Large Lecture Theatre
Registration:https://forms.office.com/e/Az5r1xVA4b
In this talk, I aim to illuminate the underemphasized yet critical dimension in machine learning: time. I contend that time harbors the potential to revolutionize machine learning methodologies and their applications in numerous domains from healthcare to engineering to finance. This presentation underscores the opportunities and challenges that emerge from integrating temporal dynamics into machine learning models, enriching prediction accuracy, inference robustness, causality, and conceptual understanding.
Mihaela van der Schaar is the John Humphrey Plummer Professor of Machine Learning, Artificial Intelligence and Medicine at the University of Cambridge and a Fellow at The Alan Turing Institute in London. In addition to leading the van der Schaar Lab, Mihaela is founder and director of the Cambridge Centre for AI in Medicine (CCAIM). Mihaela was elected IEEE Fellow in 2009. She has received numerous awards, including the Oon Prize on Preventative Medicine from the University of Cambridge (2018), a National Science Foundation CAREER Award (2004), 3 IBM Faculty Awards, the IBM Exploratory Stream Analytics Innovation Award, the Philips Make a Difference Award and several best paper awards, including the IEEE Darlington Award.
Mihaela is personally credited as inventor on 35 USA patents, many of which are still frequently cited and adopted in standards. She has made over 45 contributions to international standards for which she received 3 ISO Awards. In 2019, a Nesta report determined that Mihaela was the most-cited female AI researcher in the U.K.
