Hari Prasanna Das

According to our database, Hari Prasanna Das authored at least 19 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Improved Thermal Comfort Model Leveraging Conditional Tabular GAN Focusing on Feature Selection.

Md Shajalal, Milad Bohlouli, Hari Prasanna Das, Alexander Boden, Gunnar Stevens

IEEE Access, 2024

2023

Data-Centric Machine Learning for Human-Centric Applications

Hari Prasanna Das

PhD thesis, 2023

2022

Machine Learning for Smart and Energy-Efficient Buildings.

Hari Prasanna Das, Yu-Wen Lin, Utkarsha Agwan, Lucas Spangher, Alex Devonport, Yu Yang, Ján Drgona, Adrian Chong, Stefano Schiavon, Costas J. Spanos

CoRR, 2022

Conditional Synthetic Data Generation for Personal Thermal Comfort Models.

Hari Prasanna Das, Costas J. Spanos

CoRR, 2022

Focus on what matters: improved feature selection techniques for personal thermal comfort modelling.

Md Shajalal, Milad Bohlouli, Hari Prasanna Das, Alexander Boden, Gunnar Stevens

Proceedings of the 9th ACM International Conference on Systems for Energy-Efficient Buildings, 2022

Synthetic personal thermal comfort data generation: poster abstract.

Hari Prasanna Das, Costas J. Spanos

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.

Hari Prasanna Das, Costas J. Spanos

Proceedings of the 9th ACM International Conference on Systems for Energy-Efficient Buildings, 2022

Time series-based deep learning model for personal thermal comfort prediction.

Aniruddh Chennapragada, Divya Periyakoil, Hari Prasanna Das, Costas J. Spanos

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.

Hari Prasanna Das, Ryan Tran, Japjot Singh, Xiangyu Yue, Geoffrey H. Tison, Alberto L. Sangiovanni-Vincentelli, Costas J. Spanos

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Multi-source Few-shot Domain Adaptation.

Xiangyu Yue, Zangwei Zheng, Colorado Reed, Hari Prasanna Das, Kurt Keutzer, Alberto L. Sangiovanni-Vincentelli

CoRR, 2021

CDCGen: Cross-Domain Conditional Generation via Normalizing Flows and Adversarial Training.

Hari Prasanna Das, Ryan Tran, Japjot Singh, Yu-Wen Lin, Costas J. Spanos

CoRR, 2021

Unsupervised personal thermal comfort prediction via adversarial domain adaptation.

Hari Prasanna Das, Stefano Schiavon, Costas J. Spanos

Proceedings of the BuildSys '21: The 8th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, Coimbra, Portugal, November 17, 2021

2020

Understanding Distributions of Environmental Parameters for Thermal Comfort Study in Singapore.

Divya Periyakoil, Hari Prasanna Das, Costas J. Spanos

Proceedings of the e-Energy '20: The Eleventh ACM International Conference on Future Energy Systems, 2020

2019

Design, Benchmarking and Explainability Analysis of a Game-Theoretic Framework towards Energy Efficiency in Smart Infrastructure.

Ioannis C. Konstantakopoulos, Hari Prasanna Das, Andrew R. Barkan, Shiying He, Tanya Veeravalli, Huihan Liu, Aummul Baneen Manasawala, Yu-Wen Lin, Costas J. Spanos

CoRR, 2019

Dimensionality Reduction Flows.

Hari Prasanna Das, Pieter Abbeel, Costas J. Spanos

CoRR, 2019

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, Costas J. Spanos

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.

Han Zou, Jianfei Yang, Hari Prasanna Das, Huihan Liu, Yuxun Zhou, Costas J. Spanos

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Consensus Adversarial Domain Adaptation.

Han Zou, Yuxun Zhou, Jianfei Yang, Huihan Liu, Hari Prasanna Das, Costas J. Spanos

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Segmentation Analysis in Human Centric Cyber-Physical Systems using Graphical Lasso.

Hari Prasanna Das, Ioannis C. Konstantakopoulos, Aummul Baneen Manasawala, Tanya Veeravalli, Huihan Liu, Costas J. Spanos

CoRR, 2018