conftrace_

Md Musfiqur Rahman

4 papers · 2023–2025 · 3 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (14)

Conferences

UAI (2) ICML (1) NIPS (1)

Top co-authors

Murat Kocaoglu (4) Kenneth Lee (1) Matt Jordan (1)

Keywords

out-of-distribution generalization (1) causal structure (1) greedy search (1) causal dag (1) invariant predictor (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 NIPS 2024 Modular Learning of Deep Causal Generative Models for High-dimensional Causal Inference ICML 2024 Finding Invariant Predictors Efficiently via Causal Structure UAI 2023