output
20042026
most citedA regression-based Monte Carlo method to solve backward stochastic differential equations

425 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing 2017 · stat.MLShow all

2 papers · 2 filters

stat.ML2017★ 36 cited

Introducing machine learning for power system operation support

Benjamin Donnot, Isabelle Guyon, Marc Schoenauer +2

We address the problem of assisting human dispatchers in operating power grids in today's changing context using machine learning, with theaim of increasing security and reducing c…

stat.ML2017

Nonnegative matrix factorization with side information for time series recovery and prediction

Jiali Mei, Yohann De Castro, Yannig Goude +2

Motivated by the reconstruction and the prediction of electricity consumption, we extend Nonnegative Matrix Factorization~(NMF) to take into account side information (column or row…