Emre Acartürk

4 papers · 2024–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🏆 Keyword Champion (2)

Venues

NeurIPS (2) AISTATS (1) JMLR (1)

Top co-authors

Ali Tajer (4) Karthikeyan Shanmugam (4) Burak Varıcı (2) Burak Varici (2) Abhishek Kumar (1)

Research topics

Artificial Intelligence (4) Core AI (4) Knowledge & Reasoning (2) Machine Learning (2) Core Methods (2) Learning Paradigms (2) Reasoning (2) Learning Types (1) Optimization & Theory (1)

Keywords

causal representation learning (4) causal inference (3) linear transformation (2) interventional causal (1) graph recovery (1) score-based method (1) latent causal model (1) interventional causal discovery (1) latent causal graph (1) interventional learning (1) sample complexity (1) latent variable (1)

Papers

Score-based Causal Representation Learning: Linear and General Transformations JMLR 2025 General Identifiability and Achievability for Causal Representation Learning AISTATS 2024 Linear Causal Representation Learning from Unknown Multi-node Interventions NeurIPS 2024 Sample Complexity of Interventional Causal Representation Learning NeurIPS 2024