Publications

    Pre-prints

  • Likelihood Contribution based Multi-scale Architecture for Generative Flows [pdf][bibtex]
    Hari Prasanna Das, Pieter Abbeel and Costas J. Spanos
    arXiv preprint arXiv:1908.01686v2, 2019


  • Design, Benchmarking and Explainability Analysis of a Game-Theoretic Framework towards Energy Efficiency in Smart Infrastructure [pdf][dataset/demo][bibtex]
    Ioannis C. Konstantakopoulos, Hari Prasanna Das, Andrew R. Barkan, Shiying He, Tanya Veeravalli, Huihan Liu, Aummul Baneen Manasawala, Yu-Wen Lin and Costas J. Spanos
    arXiv preprint arXiv:1910.07899, 2019

  • Journal Articles

  • Personal thermal comfort models with wearable sensors [pdf][dataset][bibtex]
    Shichao Liu, Stefano Schiavon, Hari Prasanna Das, Ming Jin and Costas J. Spanos
    Building and Environment (2019), doi:10.1016/j.buildenv.2019.106281

  • Conference Proceedings

  • 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. Spanos
    Workshop on Tackling Climate Change with Machine Learning, Conference on Neural Information Processing Systems (NeurIPS) 2019 (accepted)


  • A Novel Graphical Lasso based approach towards Segmentation Analysis in Energy Game-Theoretic Frameworks [pdf][bibtex]
    Hari Prasanna Das, Ioannis C. Konstantakopoulos, Aummul Baneen Manasawala, Tanya Veeravalli, Huihan Liu and Costas J. Spanos
    Special Session on Machine Learning in Energy Application, International Conference on Machine Learning and Applications (ICMLA) 2019 (accepted)


  • Machine Learning empowered Occupancy Sensing for Smart Buildings [pdf][bibtex]
    Han Zou, Hari Prasanna Das, Jianfei Yang, Yuxun Zhou and Costas J. Spanos
    Climate Change + AI Workshop, International Conference on Machine Learning (ICML) 2019


  • WiFi and Vision Multimodal Learning for Accurate and Robust Device-Free Human Activity Recognition [pdf][bibtex]
    Han Zou, Jianfei Yang, Hari Prasanna Das, Huihan Liu, Yuxun Zhou and Costas J. Spanos
    Proceedings of the Multimodal Learning and Applications (MULA) Workshop (Oral), Conference on Computer Vision and Pattern Recognition (CVPR) 2019


  • Consensus Adversarial Domain Adaptation [pdf][bibtex]
    Han Zou, Yuxun Zhou, Jianfei Yang, Huihan Liu, Hari Prasanna Das and Costas J. Spanos
    Proceedings of the AAAI Conference on Artificial Intelligence 2019 (Oral)


  • BISCUIT: Building Intelligent System CUstomer Investment Tool [pdf][bibtex]
    Ming Jin, Ruoxi Jia, Hari Prasanna Das, Wei Feng and Costas Spanos
    Proceedings of the 10th International Conference on Applied Energy (ICAE) 2018


  • Personal thermal comfort models based on physiological parameters measured by wearable sensors [pdf][bibtex]
    Shichao Liu, Ming Jin, Hari Prasanna Das, Costas Spanos and Stefano Schiavon
    Proceedings of the Windsor Conference 2018, pp. 431–441

  • Undergraduate Publications


  • Development of a micro-phasor measurement unit for distribution system applications [pdf][bibtex][code]
    Hari Prasanna Das and Ashok Kumar Pradhan
    Proceedings of the 19th National Power Systems Conference (NPSC), 2016


  • Micro-Phasor Measurement Unit (μPMU) Development and its Applications [pdf][bibtex][code]
    Hari Prasanna Das
    B.Tech (Honors) Thesis