George Michailidis

ORCID

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 101

Top Venues

CoRR

J. Mach. Learn. Res.

Bioinform.

IEEE Trans. Signal Process.

Publications

Jiahe Lin, Huitian Lei, George Michailidis
A VAE-based Framework for Learning Multi-Level Neural Granger-Causal Connectivity. CoRR (2024)
Jiahe Lin, Huitian Lei, George Michailidis
A VAE-based Framework for Learning Multi-Level Neural Granger-Causal Connectivity. Trans. Mach. Learn. Res. 2024 (2024)
Aditya Modi, Mohamad Kazem Shirani Faradonbeh, Ambuj Tewari, George Michailidis
Joint learning of linear time-invariant dynamical systems. Autom. 164 (2024)
Hang Yin, Abolfazl Safikhani, George Michailidis
A General Modeling Framework for Network Autoregressive Processes. Technometrics 65 (4) (2023)
Leo L. Duan, George Michailidis, Mingzhou Ding
Bayesian Spiked Laplacian Graphs. J. Mach. Learn. Res. 24 (2023)
Abhishek Kaul, Hongjin Zhang, Konstantinos Tsampourakis, George Michailidis
Inference on the Change Point under a High Dimensional Covariance Shift. J. Mach. Learn. Res. 24 (2023)
Peiliang Bai, Abolfazl Safikhani, George Michailidis
A Fast Detection Method of Break Points in Effective Connectivity Networks. IEEE Trans. Medical Imaging 41 (5) (2022)
Yue Bai, Abolfazl Safikhani, George Michailidis
Hybrid Modeling of Regional COVID-19 Transmission Dynamics in the U.S. IEEE J. Sel. Top. Signal Process. 16 (2) (2022)
Subhabrata Majumdar, George Michailidis
Joint Estimation and Inference for Data Integration Problems based on Multiple Multi-layered Gaussian Graphical Models. J. Mach. Learn. Res. 23 (2022)
Michael Weylandt, George Michailidis
A Coupled CP Decomposition for Principal Components Analysis of Symmetric Networks. CoRR (2022)
Kailash Budhathoki, George Michailidis, Dominik Janzing
Explaining the root causes of unit-level changes. CoRR (2022)
Babak Barazandeh, Kristal Curtis, Chandrima Sarkar, Ram Sriharsha, George Michailidis
On The Convergence of ADAM-Type Algorithms for Solving Structured Single Node and Decentralized Min-Max Saddle Point Games. ICASSP (2022)
Davoud Ataee Tarzanagh, George Michailidis
Regularized and Smooth Double Core Tensor Factorization for Heterogeneous Data. J. Mach. Learn. Res. 23 (2022)
Walter L. Leite, Huan Kuang, Zuchao Shen, Nilanjana Chakraborty, George Michailidis, Sidney D'Mello, Wanli Xing
Heterogeneity of Treatment Effects of a Video Recommendation System for Algebra. L@S (2022)
Ying-Chao Hung, George Michailidis
A Novel Data-Driven Approach for Solving the Electric Vehicle Charging Station Location-Routing Problem. IEEE Trans. Intell. Transp. Syst. 23 (12) (2022)
Srijata Samanta, Kshitij Khare, George Michailidis
A generalized likelihood-based Bayesian approach for scalable joint regression and covariance selection in high dimensions. Stat. Comput. 32 (3) (2022)
Abolfazl Safikhani, Yue Bai, George Michailidis
Fast and Scalable Algorithm for Detection of Structural Breaks in Big VAR Models. J. Comput. Graph. Stat. 31 (1) (2022)
Walter L. Leite, Samrat Roy, Nilanjana Chakraborty, George Michailidis, A. Corinne Huggins-Manley, Sidney D'Mello, Mohamad Kazem Shirani Faradonbeh, Emily Jensen, Huan Kuang, Zeyuan Jing
A novel video recommendation system for algebra: An effectiveness evaluation study. LAK (2022)
Ying-Chao Hung, Horace PakHai Lok, George Michailidis
Optimal routing for electric vehicle charging systems with stochastic demand: A heavy traffic approximation approach. Eur. J. Oper. Res. 299 (2) (2022)
Parvin Nazari, Davoud Ataee Tarzanagh, George Michailidis
DAdam: A Consensus-Based Distributed Adaptive Gradient Method for Online Optimization. IEEE Trans. Signal Process. 70 (2022)
Parvin Nazari, Ahmad Mousavi, Davoud Ataee Tarzanagh, George Michailidis
A Penalty Based Method for Communication-Efficient Decentralized Bilevel Programming. CoRR (2022)
Michael Weylandt, George Michailidis
Automatic Registration and Clustering of Time Series. ICASSP (2021)
Babak Barazandeh, Tianjian Huang, George Michailidis
A Decentralized Adaptive Momentum Method for Solving a Class of Min-Max Optimization Problems. CoRR (2021)
Nilanjana Chakraborty, Samrat Roy, Walter L. Leite, George Michailidis
The effects of a personalized recommendation system on students' high-stakes achievement scores: A field experiment. EDM (2021)
Michael Weylandt, George Michailidis, T. Mitchell Roddenberry
Sparse Partial Least Squares for Coarse Noisy Graph Alignment. SSP (2021)
Raghav Singal, George Michailidis, Hoiyi Ng
Flow-based Attribution in Graphical Models: A Recursive Shapley Approach. ICML (2021)
Babak Barazandeh, Davoud Ataee Tarzanagh, George Michailidis
Solving a Class of Non-Convex Min-Max Games Using Adaptive Momentum Methods. ICASSP (2021)
Mohamad Kazem Shirani Faradonbeh, Ambuj Tewari, George Michailidis
Optimism-Based Adaptive Regulation of Linear-Quadratic Systems. IEEE Trans. Autom. Control. 66 (4) (2021)
Babak Barazandeh, Tianjian Huang, George Michailidis
A decentralized adaptive momentum method for solving a class of min-max optimization problems. Signal Process. 189 (2021)
Michael Weylandt, George Michailidis, T. Mitchell Roddenberry
Sparse Partial Least Squares for Coarse Noisy Graph Alignment. CoRR (2021)
Aditya Modi, Mohamad Kazem Shirani Faradonbeh, Ambuj Tewari, George Michailidis
Joint Learning of Linear Time-Invariant Dynamical Systems. CoRR (2021)
Babak Barazandeh, Davoud Ataee Tarzanagh, George Michailidis
Solving a class of non-convex min-max games using adaptive momentum methods. CoRR (2021)
Hossein Keshavarz, George Michailidis, Yves F. Atchadé
Sequential change-point detection in high-dimensional Gaussian graphical models. J. Mach. Learn. Res. 21 (2020)
Jiahe Lin, George Michailidis
Regularized Estimation of High-dimensional Factor-Augmented Vector Autoregressive (FAVAR) Models. J. Mach. Learn. Res. 21 (2020)
Parvin Nazari, Davoud Ataee Tarzanagh, George Michailidis
Adaptive First-and Zeroth-order Methods for Weakly Convex Stochastic Optimization Problems. CoRR (2020)
Jin Tao, George Michailidis
A Statistical Framework for Detecting Electricity Theft Activities in Smart Grid Distribution Networks. IEEE J. Sel. Areas Commun. 38 (1) (2020)
Maureen Kachman, Hani Habra, William Duren, Janis E. Wigginton, Peter Sajjakulnukit, George Michailidis, Charles F. Burant, Alla Karnovsky
Deep annotation of untargeted LC-MS metabolomics data with Binner. Bioinform. 36 (6) (2020)
Monika Bhattacharjee, Moulinath Banerjee, George Michailidis
Change Point Estimation in a Dynamic Stochastic Block Model. J. Mach. Learn. Res. 21 (2020)
Mohamad Kazem Shirani Faradonbeh, Ambuj Tewari, George Michailidis
Input perturbations for adaptive control and learning. Autom. 117 (2020)
Jiahe Lin, George Michailidis
System Identification of High-Dimensional Linear Dynamical Systems With Serially Correlated Output Noise Components. IEEE Trans. Signal Process. 68 (2020)
Peiliang Bai, Abolfazl Safikhani, George Michailidis
Multiple Change Points Detection in Low Rank and Sparse High Dimensional Vector Autoregressive Models. IEEE Trans. Signal Process. 68 (2020)
Michael Weylandt, George Michailidis
Automatic Registration and Convex Clustering of Time Series. CoRR (2020)
Mohamad Kazem Shirani Faradonbeh, Ambuj Tewari, George Michailidis
On adaptive Linear-Quadratic regulators. Autom. 117 (2020)
Ying-Chao Hung, George Michailidis, Horace PakHai Lok
Locating Infinite Discontinuities in Computer Experiments. SIAM/ASA J. Uncertain. Quantification 8 (2) (2020)
Hossein Keshavarz, George Michailidis
Online detection of local abrupt changes in high-dimensional Gaussian graphical models. CoRR (2020)
Sahba Akhavan Niaki, Clint P. George, George Michailidis, Carole R. Beal
Investigating the Usage Patterns of Algebra Nation Tutoring Platform. LAK (2019)
Mohamad Kazem Shirani Faradonbeh, Ambuj Tewari, George Michailidis
Finite-Time Adaptive Stabilization of Linear Systems. IEEE Trans. Autom. Control. 64 (8) (2019)
Zi Yang, George Michailidis
Quantifying heterogeneity of expression data based on principal components. Bioinform. 35 (4) (2019)
Clint P. George, Wei Xia, George Michailidis
Analyses of Multi-collection Corpora via Compound Topic Modeling. CoRR (2019)
Davoud Ataee Tarzanagh, George Michailidis
Regularized and Smooth Double Core Tensor Factorization for Heterogeneous Data. CoRR (2019)
Ying-Chao Hung, George Michailidis
Modeling and Optimization of Time-of-Use Electricity Pricing Systems. IEEE Trans. Smart Grid 10 (4) (2019)
Sahba Akhavan Niaki, Clint P. George, George Michailidis, Carole R. Beal
The Impact of an Online Tutoring Program for Algebra Readiness on Mathematics Achievements; Results of a Randomized Experiment. LAK (2019)
Pei-Li Wang, George Michailidis
Directed Acyclic Graph Reconstruction Leveraging Prior Partial Ordering Information. LOD (2019)
Davoud Ataee Tarzanagh, Mohamad Kazem Shirani Faradonbeh, George Michailidis
Online Distributed Estimation of Principal Eigenspaces. DSW (2019)
Sumanta Basu, Xianqi Li, George Michailidis
Low Rank and Structured Modeling of High-Dimensional Vector Autoregressions. IEEE Trans. Signal Process. 67 (5) (2019)
Jing Ma, Ali Shojaie, George Michailidis
A comparative study of topology-based pathway enrichment analysis methods. BMC Bioinform. 20 (1) (2019)
Mohamad Kazem Shirani Faradonbeh, Ambuj Tewari, George Michailidis
On Applications of Bootstrap in Continuous Space Reinforcement Learning. CDC (2019)
Mohamad Kazem Shirani Faradonbeh, Ambuj Tewari, George Michailidis
Randomized Algorithms for Data-Driven Stabilization of Stochastic Linear Systems. CoRR (2019)
Clint P. George, Wei Xia, George Michailidis
Analyses of Multi-collection Corpora via Compound Topic Modeling. LOD (2019)
Davoud Ataee Tarzanagh, Mohamad Kazem Shirani Faradonbeh, George Michailidis
Online Distributed Estimation of Principal Eigenspaces. CoRR (2019)
Mohamad Kazem Shirani Faradonbeh, Ambuj Tewari, George Michailidis
Randomized Algorithms for Data-Driven Stabilization of Stochastic Linear Systems. DSW (2019)
Anton Kocheturov, Panos M. Pardalos, George Michailidis
Preface: Computational biomedicine. Ann. Oper. Res. 276 (1-2) (2019)
Andrey Skripnikov, George Michailidis
Regularized joint estimation of related vector autoregressive models. Comput. Stat. Data Anal. 139 (2019)
Parvin Nazari, Davoud Ataee Tarzanagh, George Michailidis
DADAM: A Consensus-based Distributed Adaptive Gradient Method for Online Optimization. CoRR (2019)
Mohamad Kazem Shirani Faradonbeh, Ambuj Tewari, George Michailidis
On Applications of Bootstrap in Continuous Space Reinforcement Learning. CoRR (2019)
Jing Ma, Alla Karnovsky, Farsad Afshinnia, Janis E. Wigginton, Daniel J. Rader, Loki Natarajan, Kumar Sharma, Anna C. Porter, Mahboob Rahman, Jiang He, Lee Hamm, Tariq Shafi, Debbie S. Gipson, Crystal Gadegbeku, Harold Feldman, George Michailidis
Differential network enrichment analysis reveals novel lipid pathways in chronic kidney disease. Bioinform. 35 (18) (2019)
Sumanta Basu, Xianqi Li, George Michailidis
Corrections to "Low Rank and Structured Modeling of High-Dimensional Vector Autoregressions". IEEE Trans. Signal Process. 67 (7) (2019)
Davoud Ataee Tarzanagh, George Michailidis
Fast Randomized Algorithms for t-Product Based Tensor Operations and Decompositions with Applications to Imaging Data. SIAM J. Imaging Sci. 11 (4) (2018)
Michael G. Kallitsis, Shrijita Bhattacharya, George Michailidis
Detection of False Data Injection Attacks in Smart Grids Based on Forecasts. SmartGridComm (2018)
Mohamad Kazem Shirani Faradonbeh, Ambuj Tewari, George Michailidis
Finite Time Adaptive Stabilization of LQ Systems. CoRR (2018)
Mohamad Kazem Shirani Faradonbeh, Ambuj Tewari, George Michailidis
Input Perturbations for Adaptive Regulation and Learning. CoRR (2018)
Mohamad Kazem Shirani Faradonbeh, Ambuj Tewari, George Michailidis
Finite time identification in unstable linear systems. Autom. 96 (2018)
Mohamad Kazem Shirani Faradonbeh, Ambuj Tewari, George Michailidis
On Optimality of Adaptive Linear-Quadratic Regulators. CoRR (2018)
Hossein Keshavarz, George Michailidis, Yves F. Atchadé
Sequential change-point detection in high-dimensional Gaussian graphical models. CoRR (2018)
Jiahe Lin, George Michailidis
Regularized Estimation and Testing for High-Dimensional Multi-Block Vector-Autoregressive Models. J. Mach. Learn. Res. 18 (2017)
Davoud Ataee Tarzanagh, George Michailidis
Estimation of Graphical Models through Structured Norm Minimization. J. Mach. Learn. Res. 18 (2017)
Davoud Ataee Tarzanagh, George Michailidis
Fast Monte Carlo Algorithms for Tensor Operations. CoRR (2017)
Mohamad Kazem Shirani Faradonbeh, Ambuj Tewari, George Michailidis
Finite Time Identification in Unstable Linear Systems. CoRR (2017)
Mohamad Kazem Shirani Faradonbeh, Ambuj Tewari, George Michailidis
Finite Time Analysis of Optimal Adaptive Policies for Linear-Quadratic Systems. CoRR (2017)
Sumanta Basu, William Duren, Charles R. Evans, Charles F. Burant, George Michailidis, Alla Karnovsky
Sparse network modeling and metscape-based visualization methods for the analysis of large-scale metabolomics data. Bioinform. 33 (10) (2017)
Mohamad Kazem Shirani Faradonbeh, Ambuj Tewari, George Michailidis
Optimality of Fast-Matching Algorithms for Random Networks With Applications to Structural Controllability. IEEE Trans. Control. Netw. Syst. 4 (4) (2017)
Grégoire Allaire, Charles Dapogny, R. Estevez, A. Faure, George Michailidis
Structural optimization under overhang constraints imposed by additive manufacturing technologies. J. Comput. Phys. 351 (2017)
Jing Ma, Ali Shojaie, George Michailidis
Network-based pathway enrichment analysis with incomplete network information. Bioinform. 32 (20) (2016)
Michael G. Kallitsis, Stilian A. Stoev, Shrijita Bhattacharya, George Michailidis
AMON: An Open Source Architecture for Online Monitoring, Statistical Analysis, and Forensics of Multi-Gigabit Streams. IEEE J. Sel. Areas Commun. 34 (6) (2016)
Jing Ma, George Michailidis
Joint Structural Estimation of Multiple Graphical Models. J. Mach. Learn. Res. 17 (2016)
Michael G. Kallitsis, Shrijita Bhattacharya, Stilian Stoev, George Michailidis
Adaptive statistical detection of false data injection attacks in smart grids. GlobalSIP (2016)
Donggeng Xia, Shawn Mankad, George Michailidis
Measuring Influence of Users in Twitter Ecosystems Using a Counting Process Modeling Framework. Technometrics 58 (3) (2016)
Zi Yang, George Michailidis
A non-negative matrix factorization method for detecting modules in heterogeneous omics multi-modal data. Bioinform. 32 (1) (2016)
Sumanta Basu, Sreyoshi Das, George Michailidis, Amiyatosh Purnanandam
Measuring Systemic Risk with Network Connectivity: Extended Abstract. DSMM@SIGMOD (2016)
Jiahe Lin, Sumanta Basu, Moulinath Banerjee, George Michailidis
Penalized Maximum Likelihood Estimation of Multi-layered Gaussian Graphical Models. J. Mach. Learn. Res. 17 (2016)
Ying-Chao Hung, George Michailidis
Optimal routing for electric vehicle service systems. Eur. J. Oper. Res. 247 (2) (2015)
Runlong Tang, Moulinath Banerjee, George Michailidis, Shawn Mankad
Two-Stage Plans for Estimating the Inverse of a Monotone Function. Technometrics 57 (3) (2015)
Elena Yudovina, George Michailidis
Socially Optimal Charging Strategies for Electric Vehicles. IEEE Trans. Autom. Control. 60 (3) (2015)
Kevin Ross, Nicholas Bambos, George Michailidis
Cone Schedules for Processing Systems in Fluctuating Environments. IEEE Trans. Autom. Control. 60 (10) (2015)
Shawn Mankad, George Michailidis
Analysis of Multiview Legislative Networks with Structured Matrix Factorization: Does Twitter Influence Translate to the Real World? CoRR (2015)
Mohamad Kazem Shirani Faradonbeh, Ambuj Tewari, George Michailidis
Optimality of Fast Matching Algorithms for Random Networks with Applications to Structural Controllability. CoRR (2015)
Sumanta Basu, Ali Shojaie, George Michailidis
Network granger causality with inherent grouping structure. J. Mach. Learn. Res. 16 (2015)
Néhémy Lim, Florence d'Alché-Buc, Cédric Auliac, George Michailidis
Operator-valued kernel-based vector autoregressive models for network inference. Mach. Learn. 99 (3) (2015)
Michael G. Kallitsis, George Michailidis, Samir Tout
Correlative monitoring for detection of false data injection attacks in smart grids. SmartGridComm (2015)
Michael G. Kallitsis, Stilian Stoev, Shrijita Bhattacharya, George Michailidis
AMON: An Open Source Architecture for Online Monitoring, Statistical Analysis and Forensics of Multi-gigabit Streams. CoRR (2015)

George Michailidis.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

George Michailidis