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Hari Prasanna Das
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2020 – today
- 2024
- [j1]Md Shajalal
, Milad Bohlouli, Hari Prasanna Das, Alexander Boden, Gunnar Stevens:
Improved Thermal Comfort Model Leveraging Conditional Tabular GAN Focusing on Feature Selection. IEEE Access 12: 30039-30053 (2024) - 2023
- [b1]Hari Prasanna Das:
Data-Centric Machine Learning for Human-Centric Applications. University of California, Berkeley, USA, 2023 - 2022
- [c10]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: 11792-11800 - [c9]Aniruddh Chennapragada, Divya Periyakoil, Hari Prasanna Das, Costas J. Spanos:
Time series-based deep learning model for personal thermal comfort prediction. e-Energy 2022: 552-555 - [c8]Hari Prasanna Das, Costas J. Spanos:
Improved dequantization and normalization methods for tabular data pre-processing in smart buildings. BuildSys 2022: 168-177 - [c7]Hari Prasanna Das, Costas J. Spanos:
Synthetic personal thermal comfort data generation: poster abstract. BuildSys 2022: 280-281 - [c6]Md Shajalal
Focus on what matters: improved feature selection techniques for personal thermal comfort modelling. BuildSys 2022: 496-499 - [i9]Hari Prasanna Das, Costas J. Spanos:
Conditional Synthetic Data Generation for Personal Thermal Comfort Models. CoRR abs/2203.05242 (2022) - [i8]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 abs/2211.14889 (2022) - 2021
- [c5]Hari Prasanna Das, Stefano Schiavon, Costas J. Spanos:
Unsupervised personal thermal comfort prediction via adversarial domain adaptation. BuildSys 2021: 230-231 - [i7]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 abs/2108.11368 (2021) - [i6]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 abs/2109.06486 (2021) - [i5]Xiangyu Yue, Zangwei Zheng, Colorado Reed, Hari Prasanna Das, Kurt Keutzer, Alberto L. Sangiovanni-Vincentelli:
Multi-source Few-shot Domain Adaptation. CoRR abs/2109.12391 (2021) - 2020
- [c4]Divya Periyakoil, Hari Prasanna Das, Costas J. Spanos:
Understanding Distributions of Environmental Parameters for Thermal Comfort Study in Singapore. e-Energy 2020: 461-465
2010 – 2019
- 2019
- [c3]Han Zou, Yuxun Zhou, Jianfei Yang, Huihan Liu, Hari Prasanna Das, Costas J. Spanos:
Consensus Adversarial Domain Adaptation. AAAI 2019: 5997-6004 - [c2]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: 426-433 - [c1]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: 1702-1709 - [i4]Hari Prasanna Das, Pieter Abbeel, Costas J. Spanos:
Dimensionality Reduction Flows. CoRR abs/1908.01686 (2019) - [i3]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 abs/1910.02217 (2019) - [i2]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 abs/1910.07899 (2019) - 2018
- [i1]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 abs/1810.10533 (2018)
Coauthor Index
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