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 2023 · cs.LGShow all

3 papers · 2 filters

cs.LG2023★ 2 cited

Time Series Continuous Modeling for Imputation and Forecasting with Implicit Neural Representations

Etienne Le Naour, Louis Serrano, Léon Migus +5

We introduce a novel modeling approach for time series imputation and forecasting, tailored to address the challenges often encountered in real-world data, such as irregular sample…

cs.LG2023★ 27 cited

Managing power grids through topology actions: A comparative study between advanced rule-based and reinforcement learning agents

Malte Lehna, Jan Viebahn, Christoph Scholz +2

The operation of electricity grids has become increasingly complex due to the current upheaval and the increase in renewable energy production. As a consequence, active grid manage…

cs.LG2023

Frugal day-ahead forecasting of multiple local electricity loads by aggregating adaptive models

Guillaume Lambert, Bachir Hamrouche, Joseph de Vilmarest

We focus on day-ahead electricity load forecasting of substations of the distribution network in France; therefore, our problem lies between the instability of a single consumption…