3 citations · 3 across the 1 of their papers we have counts for
3 papers · 1 filter
A Bayesian Perspective on Residential Demand Response Using Smart Meter Data
Datong Zhou, Maximilian Balandat, Claire Tomlin
The widespread deployment of Advanced Metering Infrastructure has made granular data of residential electricity consumption available on a large scale. Smart meters enable a two wa…
Residential Demand Response Targeting Using Machine Learning with Observational Data
Datong Zhou, Maximilian Balandat, Claire Tomlin
The large scale deployment of Advanced Metering Infrastructure among residential energy customers has served as a boon for energy systems research relying on granular consumption d…
Minimizing Regret on Reflexive Banach Spaces and Learning Nash Equilibria in Continuous Zero-Sum Games
Maximilian Balandat, Walid Krichene, Claire Tomlin +1
We study a general version of the adversarial online learning problem. We are given a decision set in a reflexive Banach space and a sequence of reward vectors in…