Primal-dual algorithms for multi-agent structured optimization over message-passing architectures with bounded communication delays KU LeuvenPuya Latafat, Panos Patrinos
QPALM: a proximal augmented lagrangian method for nonconvex quadratic programs KU LeuvenBen Hermans, Panos Patrinos
Federated Learning Based Resource Allocation for Wireless Communication Networks KU LeuvenPanos Patrinos, Marc Moonen
Douglas-Rachford splitting and ADMM for nonconvex optimization: accelerated and Newton-type linesearch algorithms KU LeuvenPanos Patrinos
Learning-based resource allocation with dynamic data rate constraints KU LeuvenPanos Patrinos, Marc Moonen
Block-coordinate and incremental aggregated proximal gradient methods for nonsmooth nonconvex problems KU LeuvenPuya Latafat, Andreas Themelis, Panos Patrinos
Escaping limit cycles: Global convergence for constrained nonconvex-nonconcave minimax problems KU LeuvenPuya Latafat, Panos Patrinos
Data-Driven Distributionally Robust MPC for Constrained Stochastic Systems KU LeuvenPeter Coppens, Panos Patrinos
Sim2real for Autonomous Vehicle Control using Executable Digital Twin KU LeuvenJean Pierre Allamaa, Panos Patrinos, Herman Van Der Auweraer
Block Bregman Majorization Minimization with Extrapolation KU Leuven Universiteit AntwerpenPanos Patrinos