Watkinson, Peter

6 publications

NeurIPS 2025 DoseSurv: Predicting Personalized Survival Outcomes Under Continuous-Valued Treatments Moritz Gögl, Yu Liu, Christopher Yau, Peter Watkinson, Tingting Zhu

ICML 2024 Position: Reinforcement Learning in Dynamic Treatment Regimes Needs Critical Reexamination Zhiyao Luo, Yangchen Pan, Peter Watkinson, Tingting Zhu

NeurIPSW 2023 DySurv: Dynamic Deep Learning Model for Survival Prediction in the ICU Munib Mesinovic, Peter Watkinson, Tingting Zhu

ICLRW 2023 Variational Modelling of Temporal Ehrs for Phenotypic Clustering Henrique Aguiar, Mauro Santos, Peter Watkinson, Tingting Zhu

ICML 2022 Learning of Cluster-Based Feature Importance for Electronic Health Record Time-Series Henrique Aguiar, Mauro Santos, Peter Watkinson, Tingting Zhu

ICML 2020 Student-Teacher Curriculum Learning via Reinforcement Learning: Predicting Hospital Inpatient Admission Location Rasheed El-Bouri, David Eyre, Peter Watkinson, Tingting Zhu, David Clifton