Costas J. Spanos
Orcid: 0000-0001-7242-4951Affiliations:
- University of California, Berkeley, USA
According to our database1,
Costas J. Spanos
authored at least 156 papers
between 1986 and 2024.
Collaborative distances:
Collaborative distances:
Awards
IEEE Fellow
IEEE Fellow 2000, "For contributions and leadership in semiconductor manufacturing.".
Timeline
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Bibliography
2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
From Electronic Design Automation to Building Design Automation: Challenges and Opportunities.
CoRR, 2023
Personalized Federated Hypernetworks for Multi-Task Reinforcement Learning in Microgrid Energy Demand Response.
Proceedings of the 10th ACM International Conference on Systems for Energy-Efficient Buildings, 2023
2022
IEEE Trans. Control. Syst. Technol., 2022
IEEE Syst. J., 2022
Personalized Federated Hypernetworks for Privacy Preservation in Multi-Task Reinforcement Learning.
CoRR, 2022
A Survey of ADMM Variants for Distributed Optimization: Problems, Algorithms and Features.
CoRR, 2022
CoRR, 2022
CoRR, 2022
Proceedings of the 9th ACM International Conference on Systems for Energy-Efficient Buildings, 2022
Proceedings of the 9th ACM International Conference on Systems for Energy-Efficient Buildings, 2022
Improved dequantization and normalization methods for tabular data pre-processing in smart buildings.
Proceedings of the 9th ACM International Conference on Systems for Energy-Efficient Buildings, 2022
Optimizing participation of buildings and aggregations in incentive-based demand response programs: poster abstract.
Proceedings of the 9th ACM International Conference on Systems for Energy-Efficient Buildings, 2022
Proceedings of the e-Energy '22: The Thirteenth ACM International Conference on Future Energy Systems, Virtual Event, 28 June 2022, 2022
Conditional Synthetic Data Generation for Robust Machine Learning Applications with Limited Pandemic Data.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
IEEE Trans. Smart Grid, 2021
IEEE Trans. Control. Syst. Technol., 2021
CDCGen: Cross-Domain Conditional Generation via Normalizing Flows and Adversarial Training.
CoRR, 2021
Offline-Online Reinforcement Learning for Energy Pricing in Office Demand Response: Lowering Energy and Data Costs.
CoRR, 2021
Proceedings of the IEEE International Conference on Communications, 2021
Offline-online reinforcement learning for energy pricing in office demand response: lowering energy and data costs.
Proceedings of the BuildSys '21: The 8th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, Coimbra, Portugal, November 17, 2021
Offline-online reinforcement learning for generalizing demand response price-setting to energy systems.
Proceedings of the BuildSys '21: The 8th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, Coimbra, Portugal, November 17, 2021
Proceedings of the BuildSys '21: The 8th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, Coimbra, Portugal, November 17, 2021
Proceedings of the IEEE PES Innovative Smart Grid Technologies Europe, 2021
Proceedings of the e-Energy '21: The Twelfth ACM International Conference on Future Energy Systems, Virtual Event, Torino, Italy, 28 June, 2021
Using Meta Reinforcement Learning to Bridge the Gap between Simulation and Experiment in Energy Demand Response.
Proceedings of the e-Energy '21: The Twelfth ACM International Conference on Future Energy Systems, Virtual Event, Torino, Italy, 28 June, 2021
Adapting Surprise Minimizing Reinforcement Learning Techniques for Transactive Control.
Proceedings of the e-Energy '21: The Twelfth ACM International Conference on Future Energy Systems, Virtual Event, Torino, Italy, 28 June, 2021
Proceedings of the e-Energy '21: The Twelfth ACM International Conference on Future Energy Systems, Virtual Event, Torino, Italy, 28 June, 2021
Proceedings of the Generalization with Deep Learning: For Improvement on Sensing Capability, 2021
2020
IEEE Trans. Syst. Man Cybern. Syst., 2020
IEEE Trans Autom. Sci. Eng., 2020
Handling Incomplete Sensor Measurements in Fault Detection and Diagnosis for Building HVAC Systems.
IEEE Trans Autom. Sci. Eng., 2020
Adversarial Learning-Enabled Automatic WiFi Indoor Radio Map Construction and Adaptation With Mobile Robot.
IEEE Internet Things J., 2020
CausalBG: Causal Recurrent Neural Network for the Blood Glucose Inference With IoT Platform.
IEEE Internet Things J., 2020
CoRR, 2020
CoRR, 2020
A Proximal Linearization-based Decentralized Method for Nonconvex Problems with Nonlinear Constraints.
CoRR, 2020
A Survey of Failure Mechanisms and Statistics for Critical Electrical Equipment in Buildings.
Proceedings of the 46th Annual Conference of the IEEE Industrial Electronics Society, 2020
Proceedings of the 46th Annual Conference of the IEEE Industrial Electronics Society, 2020
Prospective Experiment for Reinforcement Learning on Demand Response in a Social Game Framework.
Proceedings of the e-Energy '20: The Eleventh ACM International Conference on Future Energy Systems, 2020
Understanding Distributions of Environmental Parameters for Thermal Comfort Study in Singapore.
Proceedings of the e-Energy '20: The Eleventh ACM International Conference on Future Energy Systems, 2020
2019
Nonparametric Event Detection in Multiple Time Series for Power Distribution Networks.
IEEE Trans. Ind. Electron., 2019
Identifying Unseen Faults for Smart Buildings by Incorporating Expert Knowledge With Data.
IEEE Trans Autom. Sci. Eng., 2019
Proc. VLDB Endow., 2019
Unsupervised WiFi-Enabled IoT Device-User Association for Personalized Location-Based Service.
IEEE Internet Things J., 2019
Multiple Kernel Semi-Representation Learning With Its Application to Device-Free Human Activity Recognition.
IEEE Internet Things J., 2019
Design, Benchmarking and Explainability Analysis of a Game-Theoretic Framework towards Energy Efficiency in Smart Infrastructure.
CoRR, 2019
HVAC Energy Cost Optimization for a Multi-zone Building via a Decentralized Approach.
CoRR, 2019
A Novel Graphical Lasso Based Approach Towards Segmentation Analysis in Energy Game-Theoretic Frameworks.
Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019
WiFi and Vision Multimodal Learning for Accurate and Robust Device-Free Human Activity Recognition.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019
Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
IEEE Trans. Smart Grid, 2018
Energy Management Considering Load Operations and Forecast Errors With Application to HVAC Systems.
IEEE Trans. Smart Grid, 2018
A Framework for Privacy-Preserving Data Publishing with Enhanced Utility for Cyber-Physical Systems.
ACM Trans. Sens. Networks, 2018
IEEE Trans. Control. Syst. Technol., 2018
Building-in-Briefcase: A Rapidly-Deployable Environmental Sensor Suite for the Smart Building.
Sensors, 2018
CoRR, 2018
CoRR, 2018
A Deep Learning and Gamification Approach to Energy Conservation at Nanyang Technological University.
CoRR, 2018
Stochastic Model Predictive Control with adaptive constraint tightening for non-conservative chance constraints satisfaction.
Autom., 2018
Joint Adversarial Domain Adaptation for Resilient WiFi-Enabled Device-Free Gesture Recognition.
Proceedings of the 17th IEEE International Conference on Machine Learning and Applications, 2018
Robust WiFi-Enabled Device-Free Gesture Recognition via Unsupervised Adversarial Domain Adaptation.
Proceedings of the 27th International Conference on Computer Communication and Networks, 2018
Proceedings of the 14th IEEE International Conference on Control and Automation, 2018
Distributed Model Predictive Control of a HVAC System via a Projected Subgradient Method.
Proceedings of the 14th IEEE International Conference on Control and Automation, 2018
DeepSense: Device-Free Human Activity Recognition via Autoencoder Long-Term Recurrent Convolutional Network.
Proceedings of the 2018 IEEE International Conference on Communications, 2018
Proceedings of the 2018 Annual American Control Conference, 2018
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
Non-Parametric Outliers Detection in Multiple Time Series A Case Study: Power Grid Data Analysis.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
WinIPS: WiFi-Based Non-Intrusive Indoor Positioning System With Online Radio Map Construction and Adaptation.
IEEE Trans. Wirel. Commun., 2017
IEEE Trans. Mob. Comput., 2017
Optimal Sensor Configuration and Feature Selection for AHU Fault Detection and Diagnosis.
IEEE Trans. Ind. Informatics, 2017
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2017
Proceedings of the 2017 IEEE Wireless Communications and Networking Conference, 2017
Proceedings of the Thirty-Third Conference on Uncertainty in Artificial Intelligence, 2017
Proceedings of the 4th ACM International Conference on Systems for Energy-Efficient Built Environments, 2017
Proceedings of the 4th ACM International Conference on Systems for Energy-Efficient Built Environments, 2017
Proceedings of the 4th ACM International Conference on Systems for Energy-Efficient Built Environments, 2017
Proceedings of the 2017 IEEE International Conference on Sensing, 2017
Proceedings of the 14th EAI International Conference on Mobile and Ubiquitous Systems: Computing, 2017
Poster: WiFi-based Device-Free Human Activity Recognition via Automatic Representation Learning.
Proceedings of the 23rd Annual International Conference on Mobile Computing and Networking, 2017
A luenberger observer-based fault detection and identification scheme for photovoltaic DC-DC converters.
Proceedings of the IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society, Beijing, China, October 29, 2017
Proceedings of the 16th IEEE International Conference on Machine Learning and Applications, 2017
Proceedings of the 8th International Conference on Cyber-Physical Systems, 2017
Proceedings of the 13th IEEE International Conference on Control & Automation, 2017
Proceedings of the 13th IEEE International Conference on Control & Automation, 2017
Proceedings of the Adjunct Proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2017 ACM International Symposium on Wearable Computers, 2017
Proceedings of the 2017 IEEE Global Communications Conference, 2017
Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017
Reliability of high renewable penetration microgrid facilitated by coordination of air conditioning system and cooling fans.
Proceedings of the 13th IEEE Conference on Automation Science and Engineering, 2017
Distributed model predictive control of bilinear HVAC systems using a convexification method.
Proceedings of the 11th Asian Control Conference, 2017
Proceedings of the 2017 American Control Conference, 2017
Proceedings of the 55th Annual Allerton Conference on Communication, 2017
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017
2016
Sensors, 2016
Proceedings of the Power Systems Computation Conference, 2016
Optimal Training and Efficient Model Selection for Parameterized Large Margin Learning.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2016
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016
Proceedings of the 13th International Conference on Mobile and Ubiquitous Systems: Computing, 2016
A transfer kernel learning based strategy for adaptive localization in dynamic indoor environments: poster.
Proceedings of the 22nd Annual International Conference on Mobile Computing and Networking, 2016
Proceedings of the IEEE Conference on Computer Communications Workshops, 2016
Diagnosing wind turbine faults using machine learning techniques applied to operational data.
Proceedings of the IEEE International Conference on Prognostics and Health Management, 2016
Proceedings of the 15th IEEE International Conference on Machine Learning and Applications, 2016
Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2016 ACM International Symposium on Wearable Computers, 2016
On a class of multi-parametric quadratic programming and its applications to machine learning.
Proceedings of the 55th IEEE Conference on Decision and Control, 2016
Online learning of Contextual Hidden Markov Models for temporal-spatial data analysis.
Proceedings of the 55th IEEE Conference on Decision and Control, 2016
Proceedings of the 55th IEEE Conference on Decision and Control, 2016
Fusing system configuration information for building cooling plant Fault Detection and severity level identification.
Proceedings of the IEEE International Conference on Automation Science and Engineering, 2016
Data-driven event detection with partial knowledge: A Hidden Structure Semi-Supervised learning method.
Proceedings of the 2016 American Control Conference, 2016
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016
2015
A Cooperative Demand Response Scheme Using Punishment Mechanism and Application to Industrial Refrigerated Warehouses.
IEEE Trans. Ind. Informatics, 2015
Proceedings of the 2015 IEEE International Conference on Smart Grid Communications, 2015
Poster Abstract: MapSentinel: Map-Aided Non-intrusive Indoor Tracking in Sensor-Rich Environments.
Proceedings of the 2nd ACM International Conference on Embedded Systems for Energy-Efficient Built Environments, 2015
Proceedings of the 14th IEEE International Conference on Machine Learning and Applications, 2015
Proceedings of the IEEE International Conference on Data Mining Workshop, 2015
Proceedings of the ACM/IEEE Sixth International Conference on Cyber-Physical Systems, 2015
BRIEF: Bayesian Regression of Infinite Expert Forecasters for single and multiple time series prediction.
Proceedings of the 54th IEEE Conference on Decision and Control, 2015
Proceedings of the IEEE International Conference on Automation Science and Engineering, 2015
Proceedings of the IEEE International Conference on Automation Science and Engineering, 2015
2014
IEEE Trans. Control. Syst. Technol., 2014
Social Game for Building Energy Efficiency: Utility Learning, Simulation, and Analysis.
CoRR, 2014
PresenceSense: zero-training algorithm for individual presence detection based on power monitoring.
Proceedings of the 1st ACM Conference on Embedded Systems for Energy-Efficient Buildings, 2014
Proceedings of the IECON 2014 - 40th Annual Conference of the IEEE Industrial Electronics Society, Dallas, TX, USA, October 29, 2014
Environmental sensing by wearable device for indoor activity and location estimation.
Proceedings of the IECON 2014 - 40th Annual Conference of the IEEE Industrial Electronics Society, Dallas, TX, USA, October 29, 2014
Sequential Logistic Principal Component Analysis (SLPCA): Dimensional Reduction in Streaming Multivariate Binary-State System.
Proceedings of the 13th International Conference on Machine Learning and Applications, 2014
Dynamics of electricity markets with unknown utility functions: An extremum seeking control approach.
Proceedings of the 11th IEEE International Conference on Control & Automation, 2014
Cooperative demand response using repeated game for price-anticipating buildings in smart grid.
Proceedings of the 13th International Conference on Control Automation Robotics & Vision, 2014
Proceedings of the 52nd Annual Allerton Conference on Communication, 2014
2013
Proceedings of the IEEE Fourth International Conference on Smart Grid Communications, 2013
Proceedings of the 2013 IEEE International Conference on Automation Science and Engineering, 2013
Proceedings of the 2013 IEEE International Conference on Automation Science and Engineering, 2013
Transmission power allocation for cooperative relay-based neighborhood area networks for smart grid.
Proceedings of the 2013 IEEE International Conference on Automation Science and Engineering, 2013
DEPEND: Density adaptive power efficient neighbor discovery for wearable body sensors.
Proceedings of the 2013 IEEE International Conference on Automation Science and Engineering, 2013
Proceedings of the 9th Asian Control Conference, 2013
2011
IEEE Trans. Circuits Syst. I Regul. Pap., 2011
Physically Justifiable Die-Level Modeling of Spatial Variation in View of Systematic Across Wafer Variability.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2011
Proceedings of the 12th International Symposium on Quality Electronic Design, 2011
Estimating the probability density function of critical path delay via partial least squares dimension reduction.
Proceedings of the 12th International Symposium on Quality Electronic Design, 2011
2010
Proceedings of the 11th International Symposium on Quality of Electronic Design (ISQED 2010), 2010
2009
IEEE J. Solid State Circuits, 2009
2005
Proceedings of the 6th International Symposium on Quality of Electronic Design (ISQED 2005), 2005
2004
Proceedings of the 2004 American Control Conference, 2004
2002
Proceedings of the American Control Conference, 2002
1992
1986
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 1986