Daniel Jarrett
Daniel Jarrett
Verified email at maths.cam.ac.uk - Homepage
Title
Cited by
Cited by
Year
Time-series Generative Adversarial Networks
J Yoon*, D Jarrett*, M van der Schaar
Conference on Neural Information Processing Systems (NeurIPS), 2019
462019
Applications and Limitations of Machine Learning in Radiation Oncology
D Jarrett, E Stride, K Vallis, MJ Gooding
The British Journal of Radiology (BJR), 2019
382019
Dynamic Prediction in Clinical Survival Analysis using Temporal Convolutional Networks
D Jarrett, J Yoon, M van der Schaar
IEEE Journal of Biomedical and Health Informatics (JBHI), 2019
152019
How Artificial Intelligence and Machine Learning can Help Healthcare Systems Respond to COVID-19
M van der Schaar, A Alaa, A Floto, A Gimson, S Scholtes, A Wood, ...
Machine Learning (Mach. Learn.), 2020
122020
Match-Net: Dynamic Prediction in Survival Analysis using Convolutional Neural Networks
D Jarrett, J Yoon, M van der Schaar
NeurIPS Workshop on Machine Learning for Health (ML4H), 2018
52018
Stepwise Model Selection for Sequence Prediction via Deep Kernel Learning
Y Zhang, D Jarrett, M van der Schaar
International Conference on Artificial Intelligence and Statistics (AISTATS), 2020
42020
Hide-and-Seek Privacy Challenge
J Jordon, D Jarrett, J Yoon, T Barnes, P Elbers, P Thoral, A Ercole, ...
Conference on Neural Information Processing Systems (NeurIPS), 2020
32020
Strictly Batch Imitation Learning by Energy-based Distribution Matching
D Jarrett*, I Bica*, M van der Schaar
Conference on Neural Information Processing Systems (NeurIPS), 2020
32020
Inverse Active Sensing: Modeling and Understanding Timely Decision-Making
D Jarrett, M van der Schaar
International Conference on Machine Learning (ICML), 2020
32020
Target-Embedding Autoencoders for Supervised Representation Learning
D Jarrett, M van der Schaar
International Conference on Learning Representations (ICLR), 2020
22020
Learning "What-If" Explanations for Sequential Decision-Making
I Bica, D Jarrett, A Hüyük, M van der Schaar
International Conference on Learning Representations (ICLR), 2021
2021
Clairvoyance: A Pipeline Toolkit for Medical Time Series
D Jarrett*, J Yoon*, I Bica, Z Qian, A Ercole, M van der Schaar
International Conference on Learning Representations (ICLR), 2021
2021
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Articles 1–12