Alexis Bellot
University of Cambridge
H-index: 14
Europe-United Kingdom
Top articles of Alexis Bellot
Generating a model of a target environment based on interactions of an agent with source environments
2024/4/18
Scores for learning discrete causal graphs with unobserved confounders
2023
Transportability for Bandits with Data from Different Environments
NeurIPS 2023
2024/2/13
Alexis Bellot
H-Index: 6
Alan Malek
H-Index: 9
Linear Deconfounded Score Method: Scoring DAGs With Dense Unobserved Confounding
IEEE Transactions on Neural Networks and Learning Systems
2024/1/29
Alexis Bellot
H-Index: 6
Mihaela Van Der Schaar
H-Index: 42
Towards Bounding Causal Effects under Markov Equivalence
arXiv preprint arXiv:2311.07259
2023/11/13
Alexis Bellot
H-Index: 6
Functional causal bayesian optimization
2023/7/2
Alexis Bellot
H-Index: 6
Continual causality: A retrospective of the inaugural aaai-23 bridge program
2023/6/4
Partial transportability for domain generalization
2022/9/29
Alexis Bellot
H-Index: 6
Elias Bareinboim
H-Index: 20
Continuous-time modeling of counterfactual outcomes using neural controlled differential equations
ICML 2022
2022/6/16
Nabeel Seedat
H-Index: 3
Fergus Imrie
H-Index: 2
Alexis Bellot
H-Index: 6
Mihaela Van Der Schaar
H-Index: 42
Generalization bounds and algorithms for estimating conditional average treatment effect of dosage
arXiv preprint arXiv:2205.14692
2022/5/29
Alexis Bellot
H-Index: 6
Miracle: Causally-aware imputation via learning missing data mechanisms
NeurIPS 2021
2021/12/6
Neural graphical modelling in continuous-time: consistency guarantees and algorithms
ICLR 2022
2021/5/6
Alexis Bellot
H-Index: 6
Mihaela Van Der Schaar
H-Index: 42
Hypothesis testing and causal inference with heterogeneous medical data
2021/5/6
Alexis Bellot
H-Index: 6
Logistic regression and machine learning predicted patient mortality from large sets of diagnosis codes comparably
Journal of Clinical Epidemiology
2021/5/1
Alexis Bellot
H-Index: 6
Policy Analysis using Synthetic Controls in Continuous-Time
ICML 2021
2021/2/2
Alexis Bellot
H-Index: 6
Mihaela Van Der Schaar
H-Index: 42
Application of Kernel Hypothesis Testing on Set-valued Data
UAI 2021
2021
Alexis Bellot
H-Index: 6
Mihaela Van Der Schaar
H-Index: 42
Predicting the risk of inpatient hypoglycemia with machine learning using electronic health records
Diabetes care
2020/7/1
Learning overlapping representations for the estimation of individualized treatment effects
2020/6/3
Yao Zhang
H-Index: 14
Alexis Bellot
H-Index: 6
Learning dynamic and personalized comorbidity networks from event data using deep diffusion processes
2020/6/3
Ahmed Alaa
H-Index: 0
Alexis Bellot
H-Index: 6
Flexible modelling of longitudinal medical data: A Bayesian nonparametric approach
ACM Transactions on Computing for Healthcare
2020/3/2
Alexis Bellot
H-Index: 6
Mihaela Van Der Schaar
H-Index: 42
Co-Authors
