Search Results for author: Maurice Charbit

Found 5 papers, 1 papers with code

Variational latent discrete representation for time series modelling

no code implementations27 Jun 2023 Max Cohen, Maurice Charbit, Sylvain Le Corff

Discrete latent space models have recently achieved performance on par with their continuous counterparts in deep variational inference.

Management Time Series +1

End-to-end deep meta modelling to calibrate and optimize energy consumption and comfort

1 code implementation1 Feb 2021 Max Cohen, Sylvain Le Corff, Maurice Charbit, Marius Preda, Gilles Nozière

Parameters are estimated by comparing the predictions of the metamodel with real data obtained from sensors using the CMA-ES algorithm, a derivative free optimization procedure.

Multiobjective Optimization

End-to-end deep metamodeling to calibrate and optimize energy loads

no code implementations19 Jun 2020 Max Cohen, Maurice Charbit, Sylvain Le Corff, Marius Preda, Gilles Nozière

Finally, the optimal settings to minimize the energy loads while maintaining a target thermal comfort and air quality are obtained using a multi-objective optimization procedure.


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