Các bài viết có thể truy cập công khai - Alexis BellotTìm hiểu thêm
Có tại một số nơi: 12
Learning overlapping representations for the estimation of individualized treatment effects
Y Zhang, A Bellot, M Schaar
AISTATS 2020, 2020
Các cơ quan ủy nhiệm: US National Science Foundation, US Department of Defense
Predicting the risk of inpatient hypoglycemia with machine learning using electronic health records
Y Ruan, A Bellot, Z Moysova, GD Tan, A Lumb, J Davies, ...
Diabetes care 43 (7), 1504-1511, 2020
Các cơ quan ủy nhiệm: National Institute for Health Research, UK
Miracle: Causally-aware imputation via learning missing data mechanisms
T Kyono, Y Zhang, A Bellot, M van der Schaar
NeurIPS 2021, 2021
Các cơ quan ủy nhiệm: US National Science Foundation, US Department of Defense
Conditional independence testing using generative adversarial networks
A Bellot, M van der Schaar
NeurIPS 2019, 2019
Các cơ quan ủy nhiệm: US National Science Foundation, US Department of Defense, UK Engineering and …
Accounting for unobserved confounding in domain generalization
A Bellot, M van der Schaar
arXiv preprint arXiv:2007.10653, 2020
Các cơ quan ủy nhiệm: US National Science Foundation, US Department of Defense, UK Engineering and …
Logistic regression and machine learning predicted patient mortality from large sets of diagnosis codes comparably
TE Cowling, DA Cromwell, A Bellot, LD Sharples, J van der Meulen
Journal of Clinical Epidemiology 133, 43-52, 2021
Các cơ quan ủy nhiệm: UK Medical Research Council
Policy Analysis using Synthetic Controls in Continuous-Time
A Bellot, M van der Schaar
ICML 2021, 2021
Các cơ quan ủy nhiệm: US National Science Foundation, US Department of Defense, UK Engineering and …
Boosting transfer learning with survival data from heterogeneous domains
A Bellot, M van der Schaar
AISTATS 2019, 2019
Các cơ quan ủy nhiệm: US National Science Foundation, US Department of Defense, UK Engineering and …
Linear deconfounded score method: scoring DAGs with dense unobserved confounding
A Bellot, M van der Schaar
IEEE Transactions on Neural Networks and Learning Systems 35 (4), 4948-4962, 2024
Các cơ quan ủy nhiệm: US National Science Foundation, US Department of Defense, UK Engineering and …
One-year mortality of colorectal cancer patients: development and validation of a prediction model using linked national electronic data
TE Cowling, A Bellot, J Boyle, K Walker, A Kuryba, S Galbraith, ...
British Journal of Cancer 123 (10), 1474-1480, 2020
Các cơ quan ủy nhiệm: UK Medical Research Council, National Institute for Health Research, UK
A Kernel Two-Sample Test with Selection Bias
A Bellot, M van der Schaar
UAI 2021, 2021
Các cơ quan ủy nhiệm: US National Science Foundation, US Department of Defense, UK Engineering and …
Application of Kernel Hypothesis Testing on Set-valued Data
A Bellot, M van der Schaar
UAI 2021, 2021
Các cơ quan ủy nhiệm: US National Science Foundation, US Department of Defense, UK Engineering and …
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