Ali Tajer

1. Score-based Causal Representation Learning with Interventions
   2023/01/19 by Burak Varıcı, Emre Acartürk, Varici, Burak +6 · 8 citations
   Computer Science · #Advanced Graph Neural Networks #Bayesian Modeling and Causal Inference #Distributed Sensor Networks and Detection Algorithms #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, Varıcı, Burak, Emre Acartürk +4 · 7 citations
   Computer Science · #Bayesian Modeling and Causal Inference #Advanced Graph Neural Networks #Domain Adaptation and Few-Shot Learning
3. 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)
4. Linear Causal Representation Learning from Unknown Multi-node Interventions
   2024/06/09 by Burak Varıcı, Varıcı, Burak, Emre Acartürk +4 · 5 citations
   Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML)
5. Diversity Order in ISI Channels with Single-Carrier Frequency-Domain Equalizers
   2009/11/25 by Ali Tajer, Tajer, Ali, Aria Nosratinia +1 · 1 citation
   Engineering · Computer Science · #Advanced Wireless Communication Techniques #graph theory and CDMA systems #Coding theory and cryptography
6. Causal Bandits for Linear Structural Equation Models
   2022/08/26 by Burak Varıcı, Varici, Burak, Prasanna Sattigeri +4 · 2 citations
   Decision Sciences · Mathematics · #Advanced Bandit Algorithms Research #Advanced Causal Inference Techniques
7. Quick Search for Rare Events
   2012/10/08 by Ali Tajer, Tajer, Ali, H. Vincent Poor +1 · 1 citation
   Computer Science · Decision Sciences · Medicine · #Advanced Statistical Process Monitoring #Anomaly Detection Techniques and Applications #Data-Driven Disease Surveillance #FOS: Computer and information sciences #Information Theory (cs.IT)
8. 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
9. Scalable Intervention Target Estimation in Linear Models
   2021/11/15 by Burak Varıcı, Varici, Burak, Prasanna Sattigeri +4 · 1 citation
   Computer Science · #Advanced Graph Neural Networks #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME)
10. Optimal Best Arm Identification with Fixed Confidence in Restless Bandits
    2023/10/20 by P. N. Karthik, Karthik, P. N., Vincent Y. F. Tan +5 · 1 citation
    Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #Age of Information Optimization #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Smart Grid Energy Management
11. Spectral Adversarial MixUp for Few-Shot Unsupervised Domain Adaptation
    2023/09/03 by Jiajin Zhang, Hanqing Chao, Zhang, Jiajin +11 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #COVID-19 diagnosis using AI #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
12. Robust Causal Bandits for Linear Models
    2023/10/30 by Zirui Yan, Arpan Mukherjee, Yan, Zirui +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)
13. Risk-sensitive Bandits: Arm Mixture Optimality and Regret-efficient Algorithms
    2025/03/11 by Meltem Tatlı, Tatlı, Meltem, Arpan Mukherjee +6 · 1 citation
    Decision Sciences · Psychology · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Sleep and Work-Related Fatigue
14. Preference-centric Bandits: Optimality of Mixtures and Regret-efficient Algorithms
    2025/04/29 by Meltem Tatlı, Arpan Mukherjee, Tatlı, Meltem +6 · 1 citation
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Decision-Making and Behavioral Economics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
15. 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
16. Round Robin Active Sequential Change Detection for Dependent Multi-Channel Data
    2024/03/24 by Anamitra Chaudhuri, Chaudhuri, Anamitra, Georgios Fellouris +3 · 1 citation
    Engineering · #62L05 (Primary) 62P30 (Secondary) #62L10 #FOS: Computer and information sciences #FOS: Mathematics #Fault Detection and Control Systems #Methodology (stat.ME) #Statistics Theory (math.ST)