Παρακολούθηση
Andreas Themelis
Andreas Themelis
Kyushu University
Η διεύθυνση ηλεκτρονικού ταχυδρομείου έχει επαληθευτεί στον τομέα m.kyushu-u.ac.jp
Τίτλος
Παρατίθεται από
Παρατίθεται από
Έτος
Forward-backward quasi-Newton methods for nonsmooth optimization problems
L Stella, A Themelis, P Patrinos
Computational Optimization and Applications 30 (2), 1-45, 2017
1372017
A simple and efficient algorithm for nonlinear model predictive control
L Stella, A Themelis, P Sopasakis, P Patrinos
2017 IEEE 56th Annual Conference on Decision and Control (CDC), 1939-1944, 2017
1212017
Forward-Backward Envelope for the Sum of Two Nonconvex Functions: Further Properties and Nonmonotone Linesearch Algorithms
A Themelis, L Stella, P Patrinos
SIAM Journal on Optimization 28 (3), 2274-2303, 2018
1092018
Douglas--Rachford Splitting and ADMM for Nonconvex Optimization: Tight Convergence Results
A Themelis, P Patrinos
SIAM Journal on Optimization 30 (1), 149-181, 2020
972020
Embedded nonlinear model predictive control for obstacle avoidance using PANOC
A Sathya, P Sopasakis, R Van Parys, A Themelis, G Pipeleers, P Patrinos
2018 European Control Conference (ECC), 1523-1528, 2018
972018
SuperMann: a superlinearly convergent algorithm for finding fixed points of nonexpansive operators
A Themelis, P Patrinos
IEEE Transactions on Automatic Control 64 (12), 4875-4890, 2019
602019
A Bregman forward-backward linesearch algorithm for nonconvex composite optimization: superlinear convergence to nonisolated local minima
M AHOOKHOSH, A THEMELIS, P PATRINOS
SIAM Journal on Optimization 31 (1), 653-685, 2021
39*2021
On the acceleration of forward-backward splitting via an inexact Newton method
A Themelis, M Ahookhosh, P Patrinos
Splitting Algorithms, Modern Operator Theory, and Applications, 363-412, 2019
262019
QPALM: A newton-type proximal augmented lagrangian method for quadratic programs
B Hermans, A Themelis, P Patrinos
2019 IEEE 58th Conference on Decision and Control (CDC), 4325-4330, 2019
192019
Block-coordinate and incremental aggregated nonconvex proximal gradient methods: a unified view
P Latafat, A Themelis, P Patrinos
Mathematical Programming, 2021
17*2021
Proximal Gradient Algorithms under Local Lipschitz Gradient Continuity
A De Marchi, A Themelis
Journal of Optimization Theory and Applications, 1-24, 2022
162022
Qpalm: A proximal augmented lagrangian method for nonconvex quadratic programs
B Hermans, A Themelis, P Patrinos
Mathematical Programming Computation, 1-45, 2022
162022
Proximal Algorithms for Structured Nonconvex Optimization
A Themelis
PhD thesis, KU Leuven/IMT Lucca, 2018
162018
Newton-type alternating minimization algorithm for convex optimization
L Stella, A Themelis, P Patrinos
IEEE Transactions on Automatic Control 64 (2), 697-711, 2018
142018
Bregman finito/miso for nonconvex regularized finite sum minimization without lipschitz gradient continuity
P Latafat, A Themelis, M Ahookhosh, P Patrinos
SIAM Journal on Optimization 32 (3), 2230-2262, 2022
102022
Neural Network Training as an Optimal Control Problem:—An Augmented Lagrangian Approach—
B Evens, P Latafat, A Themelis, J Suykens, P Patrinos
2021 60th IEEE Conference on Decision and Control (CDC), 5136-5143, 2021
102021
Adaptive proximal algorithms for convex optimization under local Lipschitz continuity of the gradient
P Latafat, A Themelis, L Stella, P Patrinos
arXiv preprint arXiv:2301.04431, 2023
72023
A new envelope function for nonsmooth DC optimization
A Themelis, B Hermans, P Patrinos
2020 59th IEEE Conference on Decision and Control (CDC), 4697-4702, 2020
52020
Douglas–Rachford splitting and ADMM for nonconvex optimization: accelerated and Newton-type linesearch algorithms
A Themelis, L Stella, P Patrinos
Computational Optimization and Applications 82 (2), 395-440, 2022
42022
Stochastic gradient methods for stochastic model predictive control
A Themelis, S Villa, P Patrinos, A Bemporad
2016 European Control Conference (ECC), 154-159, 2016
42016
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