Varıcı, Burak

1. Score-based Causal Representation Learning: Linear and General Transformations
   2024/02/01 by Burak Varıcı, Emre Acartürk, Varıcı, Burak +6 · 7 citations
   Computer Science · #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. General Identifiability and Achievability for Causal Representation Learning
   2023/10/24 by Burak Varıcı, Emre Acartürk, Varıcı, Burak +4 · 6 citations
   Computer Science · #Bayesian Modeling and Causal Inference #Advanced Graph Neural Networks #Domain Adaptation and Few-Shot Learning
3. Linear Causal Representation Learning from Unknown Multi-node Interventions
   2024/06/09 by Varıcı, Burak, Acartürk, Emre, Shanmugam, Karthikeyan +1 · 5 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
4. Interventional Causal Discovery in a Mixture of DAGs
   2024/06/12 by Burak Varıcı, Dmitriy A. Katz-Rogozhnikov, Varıcı, Burak +7 · 2 citations
   Computer Science · #Semantic Web and Ontologies
5. Robust Causal Bandits for Linear Models
   2023/10/30 by Zirui Yan, Yan, Zirui, Arpan Mukherjee +5 · 1 citation
   Computer Science · Decision Sciences · Mathematics · #Advanced Bandit Algorithms Research #Advanced Causal Inference Techniques #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
6. Improved Bound for Robust Causal Bandits with Linear Models
   2024/05/13 by Zirui Yan, Yan, Zirui, Arpan Mukherjee +5 · 1 citation
   Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Machine Learning and Algorithms #Distributed Sensor Networks and Detection Algorithms