Burak Varici

6 papers · 2021–2025 · 4 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 🗺️ Taxonomy Completionist (10) 🔥 Unstoppable · Bronze

Venues

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

Top co-authors

Ali Tajer (6) Karthikeyan Shanmugam (5) Prasanna Sattigeri (3) Emre Acartürk (2) Saurabh Sihag (1) Abhishek Kumar (1)

Research topics

Artificial Intelligence (5) Core AI (5) Machine Learning (4) Mathematics & Optimization (2) Core Methods (2) Optimization & Theory (2) Knowledge & Reasoning (1) Bayesian & Probabilistic (1) Learning Paradigms (1) Learning Types (1) Mathematics (1) Optimization (1) Reasoning (1)

Keywords

intervention target (2) structural equation model (2) causal representation learning (2) markov equivalence class (2) precision matrix (2) linear structural equation model (2) causal inference (2) thompson sampling (1) cumulative regret (1) probabilistic graphical model (1) minimax lower bound (1) latent variable (1) multimodal data (1) intervention target estimation (1) shared subgraph (1) score-based method (1) causal bandit (1) latent causal model (1) soft intervention (1) latent causal graph (1)

Papers

Score-based Causal Representation Learning: Linear and General Transformations JMLR 2025 General Identifiability and Achievability for Causal Representation Learning AISTATS 2024 Causal Bandits for Linear Structural Equation Models JMLR 2023 Intervention target estimation in the presence of latent variables UAI 2022 Learning Shared Subgraphs in Ising Model Pairs AISTATS 2021 Scalable Intervention Target Estimation in Linear Models NeurIPS 2021