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Daniel Jarrett. Note: As of April 2023, I have joined Google DeepMind full time as Research Scientist. I am a final-year Ph.D. candidate in Mathematics at the University of Cambridge , advised by Mihaela van der Schaar in the Machine Learning and Artificial Intelligence group.
2023. Articles 1–20. Research Scientist at DeepMind - Cited by 1,709 - Generative Modeling - Reinforcement Learning - Causal Inference.
Daniel Jarrett, Jinsung Yoon, Member, IEEE, and Mihaela van der Schaar, Fellow, IEEE Abstract—Accurate prediction of disease trajectories is critical for early identification and timely treatment of patients at risk.
INTRODUCTION. principal challenge in modeling human behavior is in obtaining a transparent understanding of decision-making. In medical diagnosis, for instance, there is often significant regional and institutional variation in clinical practice [1], much of it the leading cause of rising healthcare costs [2].
Daniel Jarrett, Jinsung Yoon, Mihaela van der Schaar: MATCH-Net: Dynamic Prediction in Survival Analysis using Convolutional Neural Networks. CoRR abs/1811.10746 ( 2018 )
Abstract. A good generative model for time-series data should preserve temporal dynamics, in the sense that new sequences respect the original relationships between variables across time.
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Research experience in inference and learning for modeling, understanding, and improving decision-making over time, with broad interests in generative modeling, reinforcement learning, and causal...
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