Pontus Giselsson

Most-cited papers

Accelerated gradient methods and dual decomposition in distributed model predictive control
Pontus Giselsson, M. Doan, T. Keviczky, B. de Schutter +1 more
2013at - Automatisierungstechnik266 citations Open access
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Linear Convergence and Metric Selection for Douglas-Rachford Splitting and ADMM
Pontus Giselsson, Stephen P. Boyd
2014IEEE Transactions on Automatic Control164 citations Open access
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Metric Selection in Douglas-Rachford Splitting and ADMM
Pontus Giselsson, Stephen P. Boyd
2014140 citations
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Distributed Model Predictive Control with suboptimality and stability guarantees
Pontus Giselsson, A. Rantzer
2010IEEE Conference on Decision and Control140 citations Open access
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On Feasibility, Stability and Performance in Distributed Model Predictive Control
Pontus Giselsson, A. Rantzer
2013IEEE Transactions on Automatic Control126 citations Open access
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Tight global linear convergence rate bounds for Douglas–Rachford splitting
Pontus Giselsson
2015Journal of Fixed Point Theory and Applications96 citations Open access
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Operator Splitting Performance Estimation: Tight Contraction Factors and Optimal Parameter Selection
Ernest K. Ryu, Adrien B. Taylor, Carolina Bergeling, Pontus Giselsson
2018SIAM Journal on Optimization93 citations Open access
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Diagonal scaling in Douglas-Rachford splitting and ADMM
Pontus Giselsson, Stephen P. Boyd
2014IEEE Conference on Decision and Control91 citations
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Monotonicity and restart in fast gradient methods
Pontus Giselsson, Stephen P. Boyd
2014IEEE Conference on Decision and Control85 citations
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Improved Fast Dual Gradient Methods for Embedded Model Predictive Control
Pontus Giselsson
201462 citations Open access
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Metric selection in fast dual forward-backward splitting
Pontus Giselsson, Stephen P. Boyd
2015at - Automatisierungstechnik60 citations
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Low-Rank Optimization With Convex Constraints
Christian Grussler, A. Rantzer, Pontus Giselsson
2016IEEE Transactions on Automatic Control55 citations Open access
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Efficient Downlink Power Allocation Algorithms for Cell-Free Massive MIMO Systems
Sucharita Chakraborty, Özlem Tuğfe Demir, Emil Björnson, Pontus Giselsson
2021IEEE Open Journal of the Communications Society49 citations Open access
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Two Applications of Deep Learning in the Physical Layer of Communication Systems
Emil Björnson, Pontus Giselsson
2020arXiv.org45 citations
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Nonlinear Forward-Backward Splitting with Projection Correction
Pontus Giselsson
2019SIAM Journal on Optimization43 citations Open access
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Two Applications of Deep Learning in the Physical Layer of Communication Systems [Lecture Notes]
Emil Bjornson, Pontus Giselsson
2020IEEE Signal Processing Magazine39 citations Open access
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Preconditioning in fast dual gradient methods
Pontus Giselsson, Stephen P. Boyd
2014IEEE Conference on Decision and Control39 citations
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Line search for averaged operator iteration
Pontus Giselsson, Mattias Fält, Stephen P. Boyd
2016IEEE Conference on Decision and Control36 citations
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Joint Analog Beam Selection and Digital Beamforming in Millimeter Wave Cell-Free Massive MIMO Systems
Cenk M. Yetis, Emil Björnson, Pontus Giselsson
2021IEEE Open Journal of the Communications Society34 citations Open access
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Execution time certification for gradient-based optimization in model predictive control
Pontus Giselsson
2012IEEE Conference on Decision and Control32 citations Open access
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Automated tight Lyapunov analysis for first-order methods
M. Upadhyaya, Sebastian Banert, Adrien B. Taylor, Pontus Giselsson
2023Mathematical programming26 citations Open access
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A distributed accelerated gradient algorithm for distributed model predictive control of a hydro power valley
M. Doan, Pontus Giselsson, T. Keviczky, B. de Schutter +1 more
2013arXiv.org25 citations Open access
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Optimal convergence rates for generalized alternating projections
Mattias Fält, Pontus Giselsson
2017IEEE Conference on Decision and Control22 citations Open access
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Distributed receding horizon Kalman filter
J. Maestre, Pontus Giselsson, A. Rantzer
2010IEEE Conference on Decision and Control22 citations Open access
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Low-Rank Inducing Norms with Optimality Interpretations
Christian Grussler, Pontus Giselsson
2016SIAM Journal on Optimization20 citations Open access
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On compositions of special cases of Lipschitz continuous operators
Pontus Giselsson, Walaa M. Moursi
2019Fixed Point Theory and Algorithms for Sciences and Engineering19 citations Open access
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Towards real-time ADMM for linear MPC
M. S. Darup, Gerrit Book, Pontus Giselsson
2019European Control Conference18 citations
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Adaptive Nonlinear Model Predictive Control with suboptimality and stability guarantees
Pontus Giselsson
2010IEEE Conference on Decision and Control18 citations Open access
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Optimal preconditioning and iteration complexity bounds for gradient-based optimization in model predictive control
Pontus Giselsson
2013American Control Conference17 citations
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Improving Fast Dual Ascent for MPC - Part II: The Embedded Case
Pontus Giselsson
201315 citations
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Nonlinear Forward-Backward Splitting with Momentum Correction
Martin Morin, Sebastian Banert, Pontus Giselsson
2021Set-Valued and Variational Analysis14 citations Open access
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Envelope Functions: Unifications and Further Properties
Pontus Giselsson, Mattias Fält
2016Journal of Optimization Theory and Applications14 citations Open access
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Splitting the Forward-Backward Algorithm: A Full Characterization
Anton AAkerman, Enis Chenchene, Pontus Giselsson, E. Naldi
202513 citations
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A generalized distributed accelerated gradient method for distributed model predictive control with iteration complexity bounds
Pontus Giselsson
2013American Control Conference12 citations
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Gradient-Based Distributed Model Predictive Control
Pontus Giselsson
201212 citations
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Tight linear convergence rate bounds for Douglas-Rachford splitting and ADMM
Pontus Giselsson
2015IEEE Conference on Decision and Control11 citations Open access
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Output feedback distributed model predictive control with inherent robustness properties
Pontus Giselsson
2013American Control Conference11 citations
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Optimization of a Pendulum System using Optimica and Modelica
Pontus Giselsson, J. Åkesson, A. Robertsson
200911 citations Open access
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Frugal Splitting Operators: Representation, Minimal Lifting and Convergence
Martin Morin, Sebastian Banert, Pontus Giselsson
2022SIAM Journal on Optimization9 citations Open access
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Improved Dual Decomposition for Distributed Model Predictive Control
Pontus Giselsson
20149 citations Open access
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Generalized Accelerated Gradient Methods for Distributed MPC Based on Dual Decomposition
Pontus Giselsson, A. Rantzer
20149 citations
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Production scheduling in the process industry
A. Lindholm, Pontus Giselsson, Nils-Hassan Quttineh, Helene Lidestam +2 more
20139 citations
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Minimization of economical losses due to utility disturbances in the process industry
A. Lindholm, Pontus Giselsson
20139 citations
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Improving Fast Dual Ascent for MPC - Part I: The Distributed Case
Pontus Giselsson
20139 citations
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Defining the contribution of Troy-positive progenitor cells to the mouse esophageal epithelium
David Grommisch, Menghan Wang, E. Eenjes, Maja Svetlicic +3 more
2024bioRxiv8 citations Open access
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Circuit Analysis using Monotone+Skew Splitting
Thomas L. Chaffey, Sebastian Banert, Pontus Giselsson, R. Pates
2022European Journal of Control8 citations Open access
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Line search for generalized alternating projections
Mattias Fält, Pontus Giselsson
2016American Control Conference8 citations Open access
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Forward--Backward Splitting with Deviations for Monotone Inclusions
H. Sadeghi, Sebastian Banert, Pontus Giselsson
20216 citations
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Modeling and Control of a 1.45 m deformable mirror
Pontus Giselsson
20066 citations
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The AutoLyap software suite for computer-assisted Lyapunov analyses of first-order methods
Manu Upadhyaya, Shuvomoy Das Gupta, Adrien B. Taylor, Sebastian Banert +1 more
20255 citations
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