Time - The next frontier in Machine Learning
Speaker: Prof. Mihaela van der Schaar
- 14:00 22nd January 2024 ( Hilary Term 2024 )Large Lecture Theatre at Department of Statistics
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.
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