3 citations · 7 across the 5 of their papers we have counts for
5 papers
A provably convergent alternating minimization method for mean field inference
Pierre Baqué, Jean-Hubert Hours, François Fleuret +1
Mean-Field is an efficient way to approximate a posterior distribution in complex graphical models and constitutes the most popular class of Bayesian variational approximation meth…
An Alternating Trust Region Algorithm for Distributed Linearly Constrained Nonlinear Programs, Application to the AC Optimal Power Flow
Jean-Hubert Hours, Colin N. Jones
A novel trust region method for solving linearly constrained nonlinear programs is presented. The proposed technique is amenable to a distributed implementation, as its salient ing…
A Parametric Non-Convex Decomposition Algorithm for Real-Time and Distributed NMPC
Jean-Hubert Hours, Colin N. Jones
A novel decomposition scheme to solve parametric non-convex programs as they arise in Nonlinear Model Predictive Control (NMPC) is presented. It consists of a fixed number of alter…
A Parametric Multi-Convex Splitting Technique with Application to Real-Time NMPC
Jean-Hubert Hours, Colin N. Jones
A novel splitting scheme to solve parametric multiconvex programs is presented. It consists of a fixed number of proximal alternating minimisations and a dual update per time step,…
An Augmented Lagrangian Coordination-Decomposition Algorithm for Solving Distributed Non-Convex Programs
Jean-Hubert Hours, Colin N. Jones
A novel augmented Lagrangian method for solving non-convex programs with nonlinear cost and constraint couplings in a distributed framework is presented. The proposed decomposition…