augmented lagrangian 1constrained optimization 1global convergence 1gradient projection 1nonlinear least squares 1
From the 1 of 3 linked papers with an AI index.
3 papers
math.OC2026
An augmented Lagrangian algorithm for constrained nonlinear least-squares
Pierre Borie, Fabian Bastin, Stéphane Dellacherie
The paper proposes an algorithm that solves nonlinear least‑squares problems with mixed nonlinear and linear constraints by using an augmented Lagrangian formulation together with…
eess.SY2025
Causal Feature Selection for Weather-Driven Residential Load Forecasting
Elise Zhang, François Mirallès, Stéphane Dellacherie +2
Weather is a dominant external driver of residential electricity demand, but adding many meteorological covariates can inflate model complexity and may even impair accuracy. Select…
cs.LG2025
Leveraging Multivariate Long-Term History Representation for Time Series Forecasting
Huiliang Zhang, Di Wu, Arnaud Zinflou +3
Multivariate Time Series (MTS) forecasting has a wide range of applications in both industry and academia. Recent advances in Spatial-Temporal Graph Neural Network (STGNN) have ach…