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Researcher
Panos Patrinos
- Disciplines:Applied mathematics in specific fields, Computer architecture and networks, Information sciences, Information systems, Programming languages, Scientific computing, Theoretical computer science, Visual computing, Other information and computing sciences, Control systems, robotics and automation, Modelling, Design theories and methods, Mechatronics and robotics, Biological system engineering, Computer theory, Signal processing
Affiliations
- Dynamical Systems, Signal Processing and Data Analytics (STADIUS) (Division)
Member
From1 Aug 2020 → Today - ESAT - STADIUS, Stadius Centre for Dynamical Systems, Signal Processing and Data Analytics (Division)
Member
From1 Sep 2015 → 31 Jul 2020
Projects
1 - 10 of 35
- Tipoflow: Time-parallel optimization of turbulent flows in wind energy applicationsFrom12 Feb 2024 → TodayFunding: HORIZON.2.4 - Digital, Industry and Space
- Highly efficient non-Euclidean optimization and MCMC methods for deep matrix completionFrom1 Oct 2023 → TodayFunding: FWO junior postdoctoral fellowship
- Topology Optimization of large-scale systems with many local constraintsFrom21 Sep 2023 → TodayFunding: BOF - doctoral mandates
- On real-time solutions for data-driven design, signal processing and control of noisy nonlinear systemsFrom26 Apr 2023 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Stochastic energy forecasting and optimal risk-averse trading strategies on the energy marketFrom22 Dec 2022 → TodayFunding: Baekeland
- A dynamical systems approach to nonconvex optimizationFrom27 Oct 2022 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Taming Nonconvexity in Structured Low-Rank OptimizationFrom1 Oct 2022 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Scalable Lifting for Tight Convex Relaxations of Large-scale Nonconvex Structured OptimizationFrom1 Oct 2022 → 30 Sep 2023Funding: BOF - postdoctoral mandates
- Optimization algorithms for data-driven design, signal processing and control of noisy nonlinear systemsFrom15 Sep 2022 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Taming Nonconvexity in Structured Low-Rank Optimization.From1 Jan 2022 → TodayFunding: FWO research project (including WEAVE projects)
Publications
21 - 30 of 98
- Safety Envelope for Orthogonal Collocation Methods in Embedded Optimal Control(2023)
Authors: Jean Pierre Allamaa, Panos Patrinos, Herman Van Der Auweraer
Number of pages: 7 - Primal-dual algorithms for multi-agent structured optimization over message-passing architectures with bounded communication delays(2022)
Authors: Puya Latafat, Panos Patrinos
Pages: 2052 - 2079 - Federated Learning Based Resource Allocation for Wireless Communication Networks(2022)
Authors: Panos Patrinos, Marc Moonen
Pages: 1656 - 1660 - QPALM: a proximal augmented lagrangian method for nonconvex quadratic programs(2022)
Authors: Ben Hermans, Panos Patrinos
Pages: 497 - 541 - Douglas-Rachford splitting and ADMM for nonconvex optimization: accelerated and Newton-type linesearch algorithms(2022)
Authors: Panos Patrinos
Pages: 395 - 440 - Learning-based resource allocation with dynamic data rate constraints(2022)
Authors: Panos Patrinos, Marc Moonen
Pages: 4088 - 4092 - Block-coordinate and incremental aggregated proximal gradient methods for nonsmooth nonconvex problems(2022)
Authors: Puya Latafat, Andreas Themelis, Panos Patrinos
- Escaping limit cycles: Global convergence for constrained nonconvex-nonconcave minimax problems(2022)
Authors: Puya Latafat, Panos Patrinos
Number of pages: 19 - ALPAQA: A matrix-free solver for nonlinear MPC and large-scale nonconvex optimization(2022)
Authors: Pieter Pas, Mathijs Schuurmans, Panos Patrinos
Pages: 417 - 422Number of pages: 6 - Block Bregman Majorization Minimization with Extrapolation(2022)
Authors: Panos Patrinos
Pages: 1 - 25