184 citations · 971 across the 87 of their papers we have counts for
5 papers · 1 filter
An Optimal Treatment Assignment Strategy to Evaluate Demand Response Effect
Pan Li, Baosen Zhang
Demand response is designed to motivate electricity customers to modify their loads at critical time periods. The accurate estimation of impact of demand response signals to custom…
Learning Temporal Dependence from Time-Series Data with Latent Variables
Hossein Hosseini, Sreeram Kannan, Baosen Zhang +1
We consider the setting where a collection of time series, modeled as random processes, evolve in a causal manner, and one is interested in learning the graph governing the relatio…
Leveraging energy storage to optimize data center electricity cost in emerging power markets
Yuanyuan Shi, Bolun Xu, Baosen Zhang +1
Energy storage in data centers has mainly been used as devices to backup generators during power outages. Recently, there has been a growing interest in using energy storage device…
To Observe or Not to Observe: Queuing Game Framework for Urban Parking
Lillian J. Ratliff, Chase Dowling, Eric Mazumdar +1
We model parking in urban centers as a set of parallel queues and overlay a game theoretic structure that allows us to compare the user-selected (Nash) equilibrium to the socially…
Online Active Linear Regression via Thresholding
Carlos Riquelme, Ramesh Johari, Baosen Zhang
We consider the problem of online active learning to collect data for regression modeling. Specifically, we consider a decision maker with a limited experimentation budget who must…