Hari Prasanna Das

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 19

Top Topics

Activity Recognition

Data Generation

Feature Selection

Domain Adaptation

Top Venues

BuildSys@SenSys

Publications

Hari Prasanna Das, Yu-Wen Lin, Utkarsha Agwan, Lucas Spangher, Alex Devonport, Yu Yang, Ján Drgona, Adrian Chong, Stefano Schiavon, Costas J. Spanos
Machine Learning for Smart and Energy-Efficient Buildings. CoRR (2022)
Hari Prasanna Das, Costas J. Spanos
Conditional Synthetic Data Generation for Personal Thermal Comfort Models. CoRR (2022)
Aniruddh Chennapragada, Divya Periyakoil, Hari Prasanna Das, Costas J. Spanos
Time series-based deep learning model for personal thermal comfort prediction. e-Energy (2022)
Hari Prasanna Das, Costas J. Spanos
Improved dequantization and normalization methods for tabular data pre-processing in smart buildings. BuildSys@SenSys (2022)
Hari Prasanna Das, Ryan Tran, Japjot Singh, Xiangyu Yue, Geoffrey H. Tison, Alberto L. Sangiovanni-Vincentelli, Costas J. Spanos
Conditional Synthetic Data Generation for Robust Machine Learning Applications with Limited Pandemic Data. AAAI (2022)
Md Shajalal, Milad Bohlouli, Hari Prasanna Das, Alexander Boden, Gunnar Stevens
Focus on what matters: improved feature selection techniques for personal thermal comfort modelling. BuildSys@SenSys (2022)
Hari Prasanna Das, Costas J. Spanos
Synthetic personal thermal comfort data generation: poster abstract. BuildSys@SenSys (2022)
Hari Prasanna Das, Stefano Schiavon, Costas J. Spanos
Unsupervised personal thermal comfort prediction via adversarial domain adaptation. BuildSys@SenSys (2021)
Hari Prasanna Das, Ryan Tran, Japjot Singh, Xiangyu Yue, Geoff Tison, Alberto L. Sangiovanni-Vincentelli, Costas J. Spanos
Conditional Synthetic Data Generation for Robust Machine Learning Applications with Limited Pandemic Data. CoRR (2021)
Hari Prasanna Das, Ryan Tran, Japjot Singh, Yu-Wen Lin, Costas J. Spanos
CDCGen: Cross-Domain Conditional Generation via Normalizing Flows and Adversarial Training. CoRR (2021)
Xiangyu Yue, Zangwei Zheng, Colorado Reed, Hari Prasanna Das, Kurt Keutzer, Alberto L. Sangiovanni-Vincentelli
Multi-source Few-shot Domain Adaptation. CoRR (2021)
Divya Periyakoil, Hari Prasanna Das, Costas J. Spanos
Understanding Distributions of Environmental Parameters for Thermal Comfort Study in Singapore. e-Energy (2020)
Han Zou, Yuxun Zhou, Jianfei Yang, Huihan Liu, Hari Prasanna Das, Costas J. Spanos
Consensus Adversarial Domain Adaptation. AAAI (2019)
Han Zou, Jianfei Yang, Hari Prasanna Das, Huihan Liu, Yuxun Zhou, Costas J. Spanos
WiFi and Vision Multimodal Learning for Accurate and Robust Device-Free Human Activity Recognition. CVPR Workshops (2019)
Hari Prasanna Das, Ioannis C. Konstantakopoulos, Aummul Baneen Manasawala, Tanya Veeravalli, Huihan Liu, Costas J. Spanos
A Novel Graphical Lasso Based Approach Towards Segmentation Analysis in Energy Game-Theoretic Frameworks. ICMLA (2019)
Ioannis C. Konstantakopoulos, Hari Prasanna Das, Andrew R. Barkan, Shiying He, Tanya Veeravalli, Huihan Liu, Aummul Baneen Manasawala, Yu-Wen Lin, Costas J. Spanos
Design, Benchmarking and Explainability Analysis of a Game-Theoretic Framework towards Energy Efficiency in Smart Infrastructure. CoRR (2019)
Hari Prasanna Das, Ioannis C. Konstantakopoulos, Aummul Baneen Manasawala, Tanya Veeravalli, Huihan Liu, Costas J. Spanos
A Novel Graphical Lasso based approach towards Segmentation Analysis in Energy Game-Theoretic Frameworks. CoRR (2019)
Hari Prasanna Das, Pieter Abbeel, Costas J. Spanos
Dimensionality Reduction Flows. CoRR (2019)
Hari Prasanna Das, Ioannis C. Konstantakopoulos, Aummul Baneen Manasawala, Tanya Veeravalli, Huihan Liu, Costas J. Spanos
Segmentation Analysis in Human Centric Cyber-Physical Systems using Graphical Lasso. CoRR (2018)