Michailidis, George
- 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
- Discovering Graphical Granger Causality Using the Truncating Lasso\n Penalty
2010/07/03 by Ali Shojaie, George Michailidis, Shojaie, Ali +1 · 3 citations
Biochemistry, Genetics and Molecular Biology · Mathematics · #Gene expression and cancer classification #Statistical Methods and Inference #Gene Regulatory Network Analysis
- 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)
- Penalized Maximum Likelihood Estimation of Multi-layered Gaussian Graphical Models
2016/01/05 by Jiahe Lin, Lin, Jiahe, Sumanta Basu +5 · 3 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
- Finite Time Identification in Unstable Linear Systems
2017/10/05 by Faradonbeh, Mohamad Kazem Shirani, Tewari, Ambuj, Michailidis, George · 2 citations
#Econometrics (econ.EM) #FOS: Economics and business #FOS: Electrical engineering #FOS: Mathematics #Signal Processing (eess.SP) #Statistics Theory (math.ST) #Systems and Control (eess.SY) #electronic engineering #information engineering
- 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
- Regularized Estimation of High-dimensional Factor-Augmented Vector\n Autoregressive (FAVAR) Models
2019/12/09 by Jiahe Lin, Lin, Jiahe, George Michailidis +1 · 2 citations
Decision Sciences · Economics, Econometrics and Finance · #Econometrics (econ.EM) #FOS: Computer and information sciences #FOS: Economics and business #Grey System Theory Applications #Market Dynamics and Volatility #Methodology (stat.ME) #Monetary Policy and Economic Impact
- 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)
- Joint Learning of Linear Time-Invariant Dynamical Systems
2021/12/21 by Aditya Modi, Modi, Aditya, Mohamad Kazem Shirani Faradonbeh +5 · 2 citations
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
- 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)
- A generalized likelihood based Bayesian approach for scalable joint regression and covariance selection in high dimensions
2022/01/14 by Srijata Samanta, Kshitij Khare, Samanta, Srijata +3 · 2 citations
Mathematics · Biochemistry, Genetics and Molecular Biology · #Statistical Methods and Inference #Statistical Methods and Bayesian Inference #Gene expression and cancer classification
- 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
- Estimation of Graphical Models through Structured Norm Minimization
2016/09/28 by Tarzanagh, Davoud Ataee, Michailidis, George · 1 citation
#FOS: Mathematics #Optimization and Control (math.OC)
- Likelihood Inference for Large Scale Stochastic Blockmodels with Covariates based on a Divide-and-Conquer Parallelizable Algorithm with Communication
2016/10/30 by Roy, Sandipan, Atchadé, Yves, Michailidis, George · 1 citation
#Computation (stat.CO) #FOS: Computer and information sciences #Methodology (stat.ME)
- Regularized Estimation and Testing for High-Dimensional Multi-Block Vector-Autoregressive Models
2017/08/19 by Lin, Jiahe, Michailidis, George · 1 citation
#FOS: Computer and information sciences #Methodology (stat.ME)
- Optimism-Based Adaptive Regulation of Linear-Quadratic Systems
2017/11/20 by Mohamad Kazem Shirani Faradonbeh, Ambuj Tewari, Faradonbeh, Mohamad Kazem Shirani +3 · 1 citation
Engineering · Computer Science · #Control Systems and Identification #Distributed Sensor Networks and Detection Algorithms #Stability and Control of Uncertain Systems
- 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
- High Dimensional Logistic Regression Under Network Dependence
2021/10/07 by Mukherjee, Somabha, Niu, Ziang, Halder, Sagnik +2 · 1 citation
#FOS: Computer and information sciences #FOS: Mathematics #Methodology (stat.ME) #Statistics Theory (math.ST)
- Multivariate Analysis for Multiple Network Data via Semi-Symmetric Tensor PCA
2022/02/09 by Weylandt, Michael, Michailidis, George · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME) #Social and Information Networks (cs.SI)
- 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