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Career

· Researcher, UC Berkeley2019–

Publications (19)

Budget-Constrained Multi-Armed Bandits with Multiple Plays
AAAI Conference on Artificial Intelligence · 2017
63
cited
Residential demand response targeting using machine learning with observational data
IEEE Conference on Decision and Control · 2016
51
cited
Quantitative comparison of data-driven and physics-based models for commercial building HVAC systems
American Control Conference · 2017
28
cited
Building model identification during regular operation - empirical results and challenges
American Control Conference · 2016
21
cited
Robust Document Distance with Wasserstein-Fisher-Rao metric
Asian Conference on Machine Learning · 2020
17
cited
A Bayesian perspective on Residential Demand Response using smart meter data
Allerton Conference on Communication, Control, and Computing · 2016
14
cited
Eliciting private user information for residential demand response
IEEE Conference on Decision and Control · 2017
11
cited
Estimating Treatment Effects of a Residential Demand Response Program Using Non-experimental Data
2017 IEEE International Conference on Data Mining Workshops (ICDMW) · 2017
10
cited
Model Comparison of a Data-Driven and a Physical Model for Simulating HVAC Systems
arXiv.org · 2016
9
cited
Stability analysis of wholesale electricity markets under dynamic consumption models and real-time pricing
American Control Conference · 2016
8
cited
How peer effects influence energy consumption
IEEE Conference on Decision and Control · 2017
6
cited
Estimation and Targeting of Residential Households for Hour-Ahead Demand Response Interventions – A Case Study in California
Conference on Control Technology and Applications · 2018
5
cited
Hedging strategies for load-serving entities in wholesale electricity markets
IEEE Conference on Decision and Control · 2017
5
cited
Wasserstein-Fisher-Rao Document Distance
arXiv.org · 2019
5
cited
Structure Characteristics Analysis of Diesel Sales in Complex Network Method
Cluster Computing · 2019
4
cited
Estimating Heterogeneous Treatment Effects in Residential Demand Response
2017
1
cited
Experimental Evaluation of Residential Demand Response in California
2017
1
cited
Incentive Design in Human-in-the-Loop Cyber-Physical Systems: A Case Study on Demand Response in California
arXiv.org · 2017
1
cited
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Datong Zhou | Researcher Profile | Sotabase | Sotabase