Md Musfiqur Rahman
4 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Venues
Top co-authors
Research topics
Keywords
causal inference
(3)
causal effect estimation
(1)
adversarial training
(1)
out-of-distribution generalization
(1)
causal structure
(1)
greedy search
(1)
generative model
(1)
diffusion model
(1)
causal effect
(1)
pre-trained model
(1)
structural causal model
(1)
unobserved confounder
(1)
deep generative model
(1)
conditional generative model
(1)
interventional distribution
(1)
latent confounder
(1)
causal dag
(1)
invariant predictor
(1)
decentralized data
(1)
surgery estimator
(1)
Papers
FeDCM: Federated Learning of Deep Causal Generative Models
UAI 2025
Conditional Generative Models are Sufficient to Sample from Any Causal Effect Estimand
NeurIPS 2024
Modular Learning of Deep Causal Generative Models for High-dimensional Causal Inference
ICML 2024
Finding Invariant Predictors Efficiently via Causal Structure
UAI 2023