Johan de Aguas
3 papers · 2025–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
Research topics
Keywords
causal inference
(2)
decision making
(1)
propensity score
(1)
structural causal model
(1)
treatment effect
(1)
doubly robust estimator
(1)
observational data
(1)
missing data
(1)
context-specific independence
(1)
average treatment effect
(1)
stochastic intervention
(1)
strong monotonicity
(1)
binary exposure
(1)
ordered tiers
(1)
probability of tiered benefit
(1)
stabilized one-step correction
(1)
Papers
Interpolated Stochastic Interventions Based on Propensity Scores, Target Policies and Treatment-Specific Costs
AAAI 2026
Causal Inference amid Missingness-Specific Independences and Mechanism Shifts
UAI 2025
The Probability of Tiered Benefit: Partial Identification with Robust and Stable Inference
CLeaR 2025