George Michailidis

1. Regularized estimation in sparse high-dimensional time series models
   2015/06/17 by Sumanta Basu, George Michailidis · 16 citations
   Engineering · Mathematics · #Sparse and Compressive Sensing Techniques #Statistical Methods and Inference #Statistical and numerical algorithms
2. DADAM: A Consensus-based Distributed Adaptive Gradient Method for Online Optimization
   2019/01/25 by Parvin Nazari, Davoud Ataee Tarzanagh, Nazari, Parvin +3 · 12 citations
   Computer Science · #Age of Information Optimization #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Stochastic Gradient Optimization Techniques
3. Discovering Graphical Granger Causality Using the Truncating Lasso\n Penalty
   2010/07/03 by Ali Shojaie, Shojaie, Ali, George Michailidis +1 · 3 citations
   Biochemistry, Genetics and Molecular Biology · Mathematics · #Gene expression and cancer classification #Statistical Methods and Inference #Gene Regulatory Network Analysis
4. Change Point Estimation in a Dynamic Stochastic Block Model
   2018/12/07 by Monika Bhattacharjee, Bhattacharjee, Monika, Moulinath Banerjee +3 · 4 citations
   Computer Science · Economics, Econometrics and Finance · Mathematics · #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Spatial and Panel Data Analysis #Statistical Methods and Inference #Statistics Theory (math.ST)
5. Penalized Maximum Likelihood Estimation of Multi-layered Gaussian Graphical Models
   2016/01/05 by Jiahe Lin, Lin, Jiahe, Sumanta Basu +5 · 2 citations
   Computer Science · Mathematics · #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Methodology (stat.ME) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference
6. Network Granger Causality with Inherent Grouping Structure
   2012/10/13 by Sumanta Basu, Basu, Sumanta, Ali Shojaie +3 · 2 citations
   Computer Science · Engineering · Mathematics · #FOS: Computer and information sciences #Face and Expression Recognition #Methodology (stat.ME) #Sparse and Compressive Sensing Techniques #Statistical Methods and Inference
7. A General Modeling Framework for Network Autoregressive Processes
   2021/10/18 by Hang Yin, Yin, Hang, Abolfazl Safikhani +3 · 2 citations
   Economics, Econometrics and Finance · Social Sciences · #62H11 #62J07 #62M10 #FOS: Computer and information sciences #FOS: Mathematics #Health disparities and outcomes #Methodology (stat.ME) #Regional Economics and Spatial Analysis #Spatial and Panel Data Analysis #Statistics Theory (math.ST)
8. A Penalty-Based Method for Communication-Efficient Decentralized Bilevel Programming
   2022/11/08 by Parvin Nazari, Nazari, Parvin, Ahmad Mousavi +5 · 2 citations
   Medicine · #Distributed #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Parallel #Spinal Dysraphism and Malformations #and Cluster Computing (cs.DC)
9. A generalized likelihood based Bayesian approach for scalable joint regression and covariance selection in high dimensions
   2022/01/14 by Srijata Samanta, Samanta, Srijata, Kshitij Khare +3 · 2 citations
   Mathematics · Biochemistry, Genetics and Molecular Biology · #Statistical Methods and Inference #Statistical Methods and Bayesian Inference #Gene expression and cancer classification
10. AMON: An Open Source Architecture for Online Monitoring, Statistical\n Analysis and Forensics of Multi-gigabit Streams
    2015/09/01 by Michalis Kallitsis, Kallitsis, Michael, Stilian Stoev +5 · 1 citation
    Computer Science · #Network Security and Intrusion Detection #Anomaly Detection Techniques and Applications #Internet Traffic Analysis and Secure E-voting
11. Optimism-Based Adaptive Regulation of Linear-Quadratic Systems
    2017/11/20 by Mohamad Kazem Shirani Faradonbeh, Faradonbeh, Mohamad Kazem Shirani, Ambuj Tewari +3 · 1 citation
    Engineering · Computer Science · #Control Systems and Identification #Distributed Sensor Networks and Detection Algorithms #Stability and Control of Uncertain Systems
12. B-CONCORD -- A scalable Bayesian high-dimensional precision matrix\n estimation procedure
    2020/05/18 by Peyman Jalali, Jalali, Peyman, Kshitij Khare +3 · 1 citation
    Computer Science · Engineering · Mathematics · #Blind Source Separation Techniques #FOS: Computer and information sciences #Methodology (stat.ME) #Sparse and Compressive Sensing Techniques #Statistical Methods and Bayesian Inference #Statistical Methods and Inference
13. Joint Learning of Linear Time-Invariant Dynamical Systems
    2021/12/21 by Aditya Modi, Mohamad Kazem Shirani Faradonbeh, Modi, Aditya +5 · 1 citation
    Computer Science · Engineering · #Control Systems and Identification #Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Fault Detection and Control Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Systems and Control (eess.SY) #Target Tracking and Data Fusion in Sensor Networks #electronic engineering #information engineering
14. Deep Learning-based Approaches for State Space Models: A Selective Review
    2024/12/15 by Jiahe Lin, George Michailidis, Lin, Jiahe +1 · 1 citation
    Engineering · #Fault Detection and Control Systems
15. Otap:Structure-Aware Optimal Transport for Evaluating Planning and Execution in Agent Trajectories
    2026/07/19 by Babak Barazandeh, Subhabrata Majumdar, George Michailidis
    #cs.AI #cs.CL #cs.LG