4 citations · 4 across the 1 of their papers we have counts for
3 papers
stat.ML2020
Simulating Tariff Impact in Electrical Energy Consumption Profiles with Conditional Variational Autoencoders
Margaux Brégère, Ricardo J. Bessa
The implementation of efficient demand response (DR) programs for household electricity consumption would benefit from data-driven methods capable of simulating the impact of diffe…
stat.ML2020
Online Hierarchical Forecasting for Power Consumption Data
Margaux Brégère, Malo Huard
We study the forecasting of the power consumptions of a population of households and of subpopulations thereof. These subpopulations are built according to location, to exogenous i…
cs.LG2019★ 4 cited
Target Tracking for Contextual Bandits: Application to Demand Side Management
Margaux Brégère, Pierre Gaillard, Yannig Goude +1
We propose a contextual-bandit approach for demand side management by offering price incentives. More precisely, a target mean consumption is set at each round and the mean consump…