Hari Prasanna Das

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Costas SpanosProfessor of Electrical Engineering and Computer Sciences, University of California, BerkeleyVerified email at berkeley.edu
Han ZouMicrosoft AI and ResearchVerified email at ntu.edu.sg
Yuxun ZhouGSR @ EECS, UC Berkeley; Quantitative Researcher @ Citadel SecuritiesVerified email at berkeley.edu
Shichao LiuWorcester Polytechnic Institute (WPI)Verified email at wpi.edu
Ming JinVirginia TechVerified email at vt.edu
Ioannis C. KonstantakopoulosSenior Software Engineer - Machine Learning (AI) @ MetaVerified email at fb.com
Stefano SchiavonAssoc. Professor of Arch. and Civil & Environmental Eng., University of California BerkeleyVerified email at berkeley.edu
Pieter AbbeelUC Berkeley | Covariant.AIVerified email at cs.berkeley.edu
Xiangyu YuePhD candidate in EECS, University of California, BerkeleyVerified email at eecs.berkeley.edu
Alberto Sangiovanni VincentelliProfessor of EECS, University of California, BerkeleyVerified email at eecs.berkeley.edu
Wei FengLawrence Berkeley National LaboratoryVerified email at lbl.gov
Ruoxi JiaAssistant Professor, Virginia TechVerified email at vt.edu
Clayton MillerNational University of SingaporeVerified email at nus.edu.sg
Geoffrey H Tison MD, MPHDivision of Cardiology, University of California, San FranciscoVerified email at ucsf.edu
Kurt KeutzerProfessor of the Graduate School, EECS, University of California, BerkeleyVerified email at berkeley.edu
Lynn H. KaackHertie SchoolVerified email at hertie-school.org
David RolnickMcGill University, Mila Quebec AI InstituteVerified email at cs.mcgill.ca
Priya L. DontiPh.D. Student, Carnegie Mellon UniversityVerified email at cmu.edu
Ashok Kumar PradhanProfessor, Electrical Engineering, IIT KharagpurVerified email at ee.iitkgp.ac.in

Hari Prasanna Das

PhD Candidate in Electrical Engineering and Computer Sciences, UC Berkeley

Verified email at berkeley.edu - Homepage

Energy Smart Buildings Climate Change Mitigation Machine Learning


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Personal thermal comfort models with wearable sensors S Liu, S Schiavon, HP Das, M Jin, CJ Spanos Building and Environment 162, 106281, 2019	102	2019
Consensus Adversarial Domain Adaptation H Zou, Y Zhou, J Yang, H Liu, HP Das, CJ Spanos AAAI Conference on Artificial Intelligence 2019, 2019	55	2019
WiFi and vision multimodal learning for accurate and robust device-free human activity recognition H Zou, J Yang, H Prasanna Das, H Liu, Y Zhou, CJ Spanos Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2019	37	2019
Personal thermal comfort models based on physiological parameters measured by wearable sensors S Liu, M Jin, HP Das, CJ Spanos, S Schiavon 10th Windsor Conference: Rethinking Comfort, 2018	30	2018
Development of a micro-phasor measurement unit for distribution system applications HP Das, AK Pradhan Power Systems Conference (NPSC), 2016 National, 1-5, 2016	20	2016
Design, benchmarking and explainability analysis of a game-theoretic framework towards energy efficiency in smart infrastructure IC Konstantakopoulos, HP Das, AR Barkan, S He, T Veeravalli, H Liu, ... arXiv preprint arXiv:1910.07899, Workshop on Tackling Climate Change with …, 2019	17	2019
A novel graphical lasso based approach towards segmentation analysis in energy game-theoretic frameworks HP Das, IC Konstantakopoulos, AB Manasawala, T Veeravalli, H Liu, ... 2019 18th IEEE International Conference On Machine Learning And Applications …, 2019	15	2019
BISCUIT: Building Intelligent System CUstomer Investment Tool M Jin, R Jia, HP Das, W Feng, C Spanos 10th International Conference on Applied Energy (ICAE), 2018	12	2018
Dimensionality reduction flows HP Das, P Abbeel, CJ Spanos arXiv preprint arXiv:1908.01686, 1-10, 2019	10	2019
Machine Learning empowered Occupancy Sensing for Smart Buildings H Zou, HP Das, J Yang, Y Zhou, C Spanos	6	2019
Do Occupants in a Building exhibit patterns in Energy Consumption? Analyzing Clusters in Energy Social Games HP Das, I Konstantakopoulos, AB Manasawala, T Veeravalli, H Liu, ...	5	2020
Conditional Synthetic Data Generation for Robust Machine Learning Applications with Limited Pandemic Data HP Das, R Tran, J Singh, X Yue, G Tison, A Sangiovanni-Vincentelli, ... AAAI Conference on Artificial Intelligence 2022, 2022	4	2022
Environmental exposures in singapore schools: An ecological study D Periyakoil, HP Das, C Miller, CJ Spanos, N Prata International journal of environmental research and public health 18 (4), 1843, 2021	4	2021
CDCGen: Cross-Domain Conditional Generation via Normalizing Flows and Adversarial Training HP Das, R Tran, J Singh, YW Lin, CJ Spanos Workshop on Machine Learning for Data: Automated Creation, Privacy, Bias …, 2021	2	2021
Understanding Distributions of Environmental Parameters for Thermal Comfort Study in Singapore D Periyakoil, HP Das, CJ Spanos Proceedings of the Eleventh ACM International Conference on Future Energy …, 2020	2	2020
Segmentation Analysis in Human Centric Cyber-Physical Systems using Graphical Lasso HP Das, IC Konstantakopoulos, AB Manasawala, T Veeravalli, H Liu, ... arXiv preprint arXiv:1810.10533, 2018	2	2018
Multi-source Few-shot Domain Adaptation X Yue, Z Zheng, HP Das, K Keutzer, AS Vincentelli arXiv preprint arXiv:2109.12391, 2021	1	2021
Likelihood Contribution based Multi-scale Architecture for Generative Flows HP Das, P Abbeel, CJ Spanos arXiv preprint arXiv:1908.01686, 2019	1	2019
Micro-Phasor Measurement Unit (μPMU) Development and its Applications HP Das IIT Kharagpur, 2016	1	2016
Unsupervised personal thermal comfort prediction via adversarial domain adaptation HP Das, S Schiavon, CJ Spanos Proceedings of the 8th ACM International Conference on Systems for Energy …, 2021		2021

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