2020 smartSDH: A Mechanism Design Approach to Building Control “smartSDH: A Mechanism Design Approach to Building Control”Ioannis C Konstantakopoulos, Kristy A Hamilton, Tanya Veeravalli, Costas Spanos, Roy DongarXiv:2001.02807 2019 Design, Benchmarking and Graphical Lasso based Explainability Analysis of an Energy Game-Theoretic Framework “Design, Benchmarking and Graphical Lasso based Explainability Analysis of an Energy Game-Theoretic Framework”Hari Prasanna Das, Ioannis C. Konstantakopoulos, Aummul Baneen Manasawala, Tanya Veeravalli, Huihan Liu and Costas J. SpanosWorkshop on Tackling Climate Change with Machine Learning, Conference on Neural Information Processing Systems (NeurIPS) 2019 A Novel Graphical Lasso based approach towards Segmentation Analysis in Energy Game-Theoretic Frameworks “A Novel Graphical Lasso based approach towards Segmentation Analysis in Energy Game-Theoretic Frameworks”Hari Prasanna Das, Ioannis C. Konstantakopoulos, Aummul Baneen Manasawala, Tanya Veeravalli, Huihan Liu, and Costas J. Spanos18th IEEE International Conference On Machine Learning And Applications (ICMLA), Boca Raton, FL, USA, 2019, pp. 1702-1709 Likelihood Contribution based Multi-scale Architecture for Generative Flows “Likelihood Contribution based Multi-scale Architecture for Generative Flows”Hari Prasanna Das, Pieter Abbeel and Costas J. SpanosarXiv preprint arXiv:1908.01686v2, 2019 Personal thermal comfort models with wearable sensors “Personal thermal comfort models with wearable sensors”Shichao Liu, Stefano Schiavon, Hari Prasanna Das, Ming Jin and Costas J. SpanosBuilding and Environment (2019), doi:10.1016/j.buildenv.2019.106281 A deep learning and gamification approach to improving human-building interaction and energy efficiency in smart infrastructure “A deep learning and gamification approach to improving human-building interaction and energy efficiency in smart infrastructure”Ioannis C Konstantakopoulos, Andrew R Barkan, Shiying He, Tanya Veeravalli, Huihan Liu, Costas SpanosApplied Energy, Volume 237, 2019, Pages 810-821, 2018 A robust utility learning framework via inverse optimization “A robust utility learning framework via inverse optimization”Ioannis C Konstantakopoulos, Lillian J Ratliff, Ming Jin, S Shankar Sastry, Costas J SpanosIEEE Transactions on Control Systems Technology, vol. 26, no. 3, pp. 954-970, May 2018. Personal thermal comfort models based on physiological parameters measured by wearable sensors “Personal thermal comfort models based on physiological parameters measured by wearable sensors”Shichao Liu, Ming Jin, Hari Prasanna Das, Costas Spanos and Stefano SchiavonProceedings of the Windsor Conference 2018, pp. 431–441. 2017 Model-based fault detection and identification for switching power converters “Model-based fault detection and identification for switching power converters”Jason Poon, Palak Jain, Ioannis C Konstantakopoulos, Costas Spanos, Sanjib Kumar Panda, Seth R SandersIEEE Transactions on Power Electronics, vol. 32, no. 2, pp. 1419-1430, Feb. 2017. Leveraging correlations in utility learning “Leveraging correlations in utility learning”Ioannis C Konstantakopoulos, Lillian J Ratliff, Ming Jin, Costas J Spanos2017 American Control Conference (ACC), Seattle, WA, 2017, pp. 5249-5256. 2016 Smart building energy efficiency via social game: a robust utility learning framework for closing–the–loop “Smart building energy efficiency via social game: a robust utility learning framework for closing–the–loop”Ioannis C Konstantakopoulos, Lillian J Ratliff, Ming Jin, Costas Spanos, S Shankar Sastry2016 1st International Workshop on Science of Smart City Operations and Platforms Engineering (SCOPE) in partnership with Global City Teams Challenge (GCTC)(SCOPE-GCTC) Inverse modeling of non-cooperative agents via mixture of utilities “Inverse modeling of non-cooperative agents via mixture of utilities”Ioannis C Konstantakopoulos, Lillian J Ratliff, Ming Jin, Costas J Spanos, S Shankar Sastry2016 IEEE 55th Conference on Decision and Control (CDC) 2015 FailSafe: A generalized methodology for converter fault detection, identification, and remediation in nanogrids “FailSafe: A generalized methodology for converter fault detection, identification, and remediation in nanogrids”Jason Poon, Ioannis C Konstantakopoulos, Reza Arghandeh, Palak Jain, Jaime F Fisac, S Shankar Sastry, Sanjib Kumar Panda, Costas Spanos, Seth R Sanders2015 IEEE International Conference on Building Efficiency and Sustainable Technologies Real-time model-based fault diagnosis for switching power converters “Real-time model-based fault diagnosis for switching power converters”Jason Poon, Ioannis C Konstantakopoulos, Costas Spanos, Seth R Sanders2015 IEEE Applied Power Electronics Conference and Exposition (APEC) 2014 and Older Social game for building energy efficiency: Utility learning, simulation, and analysis “Social game for building energy efficiency: Utility learning, simulation, and analysis”IC Konstantakopoulos, LJ Ratliff, M Jin, SS Sastry, C SpanosarXiv:1407.0727 Social game for building energy efficiency: Incentive design “Social game for building energy efficiency: Incentive design”IC Konstantakopoulos, LJ Ratliff, M Jin, SS Sastry, C Spanos2014 52nd Annual Allerton Conference on Communication, Control, and Computing (Allerton)