Brieuc Lehmann
4 papers · 2022–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Silver
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Keywords
predictive distribution
(2)
causal inference
(2)
bayesian inference
(1)
gaussian process
(1)
nonparametric statistics
(1)
multi-task gaussian processes
(1)
survival analysis
(1)
autoregressive model
(1)
data fusion
(1)
high-dimensional data
(1)
propensity score
(1)
predictive inference
(1)
sequential importance sampling
(1)
copula model
(1)
covariate balance
(1)
observational studies
(1)
neural network
(1)
heterogeneous treatment effect estimation
(1)
rcts
(1)
bayesian nonparametrics
(1)
Papers
Causal-ICM: A Data Fusion Framework For Heterogeneous Treatment Effect Estimation With Multi-Task Gaussian Processes
CLeaR 2026
Quasi-Bayesian nonparametric density estimation via autoregressive predictive updates
UAI 2023
A Predictive Approach to Bayesian Nonparametric Survival Analysis
AISTATS 2022
Neural score matching for high-dimensional causal inference
AISTATS 2022