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Jun 4th, 2018 (edited)
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  1. % Listed in label-wise alphabetical order /surnameYEARtitle/
  2.  
  3. @article{ahookhosh2021bregman,
  4.     author      = {Ahookhosh, Masoud and Themelis, Andreas and Patrinos, Panagiotis},
  5.     title       = {A {B}regman Forward-Backward Linesearch Algorithm for Nonconvex Composite Optimization: Superlinear Convergence to Nonisolated Local Minima},
  6.     journal     = {SIAM Journal on Optimization},
  7.     volume      = {31},
  8.     number      = {1},
  9.     pages       = {653-685},
  10.     year        = {2021},
  11.     doi         = {10.1137/19M1264783},
  12. }
  13. @misc{marchi2021proximal,
  14.     title       = {Proximal Gradient Algorithms under Local {L}ipschitz Gradient Continuity: A Convergence and Robustness Analysis of {PANOC}},
  15.     author      = {Marchi, Alberto De and Themelis, Andreas},
  16.     year        = {2021},
  17.     eprint      = {2112.13000},
  18. }
  19. @misc{nag2022flock,
  20.     author      = {Nag, Aneek and Huang, Shuo and Themelis, Andreas and Yamamoto, Kaoru},
  21.     title       = {Flock navigation with dynamic hierarchy and subjective weights using nonlinear {MPC}},
  22.     year        = {2022},
  23.     eprint      = {2202.11331},
  24. }
  25. @inproceedings{evens2021neural,
  26.     author      = {Evens, Brecht and Latafat, Puya and Themelis, Andreas and Suykens, Johan and Patrinos, Panagiotis},
  27.     title       = {Neural Network Training as an Optimal Control Problem: An Augmented {L}agrangian Approach},
  28.     year        = {2021},
  29.     volume      = {},
  30.     pages       = {5136-5143},
  31.     number      = {},
  32.     booktitle   = {2021 60th IEEE Conference on Decision and Control (CDC)},
  33.     doi         = {10.1109/CDC45484.2021.9682842},
  34. }
  35. @inproceedings{hermans2019qpalm,
  36.     author      = {Hermans, Ben and Themelis, Andreas and Patrinos, Panagiotis},
  37.     booktitle   = {2019 IEEE 58th Conference on Decision and Control (CDC)},
  38.     title       = {{QPALM}: A {N}ewton-type Proximal Augmented {L}agrangian Method for Quadratic Programs},
  39.     year        = {2019},
  40.     volume      = {},
  41.     number      = {},
  42.     pages       = {4325-4330},
  43.     doi         = {10.1109/CDC40024.2019.9030211},
  44.     issn        = {0743-1546},
  45.     month       = {12},
  46. }
  47. @article{hermans2020qpalm,
  48.     title       = {{QPALM}: A proximal augmented {L}agrangian method for nonconvex quadratic programs},
  49.     author      = {Hermans, Ben and Themelis, Andreas and Patrinos, Panagiotis},
  50.     journal     = {Mathematical Programming Computation},
  51.     year        = {2022},
  52.     month       = {3},
  53.     doi         = {10.1007/s12532-022-00218-0},
  54. }
  55. @article{latafat2021block,
  56.     author      = {Latafat, Puya and Themelis, Andreas and Patrinos, Panagiotis},
  57.     title       = {Block-coordinate and incremental aggregated proximal gradient methods for nonsmooth nonconvex problems},
  58.     journal     = {Mathematical Programming},
  59.     year        = {2021},
  60.     month       = {1},
  61.     doi         = {10.1007/s10107-020-01599-7},
  62. }
  63. @article{latafat2021bregman,
  64.     title       = {{B}regman {F}inito/{MISO} for nonconvex regularized finite sum minimization without {L}ipschitz gradient continuity},
  65.     author      = {Latafat, Puya and Themelis, Andreas and Ahookhosh, Masoud and Patrinos, Panagiotis},
  66.     year        = {2021},
  67.     eprint      = {2102.10312},
  68. }
  69. @misc{laude2021conjugate,
  70.     title       = {Conjugate dualities for relative smoothness and strong convexity under the light of generalized convexity},
  71.     author      = {Laude, Emanuel and Themelis, Andreas and Patrinos, Panagiotis},
  72.     year        = {2021},
  73.     eprint      = {2112.08886},
  74. }
  75. @inproceedings{ou2022douglas,
  76.     author      = {Ou, Hongjia and Themelis, Andreas and Yuno, Tsuyoshi and Kawabe, Taketoshi},
  77.     title       = {Douglas–{P}eucker piecewise affine approximation of an optimal fuel consumption problem to apply {PANOC}},
  78.     year        = {2022},
  79.     volume      = {},
  80.     pages       = {34-38},
  81.     number      = {},
  82.     booktitle   = {2022 SICE International Symposium on Control Systems (SICE ISCS)},
  83.     doi         = {10.23919/SICEISCS54350.2022.9754372},
  84. }
  85. @inproceedings{sathya2018embedded,
  86.     author      = {Sathya, Ajay S. and Sopasakis, Pantelis and Van Parys, Ruben and Themelis, Andreas and Pipeleers, Goele and Patrinos, Panos},
  87.     booktitle   = {2018 European Control Conference (ECC)},
  88.     title       = {Embedded nonlinear model predictive control for obstacle avoidance using {PANOC}},
  89.     year        = {2018},
  90.     volume      = {},
  91.     number      = {},
  92.     pages       = {1523-1528},
  93.     doi         = {10.23919/ECC.2018.8550253},
  94.     month       = {6},
  95. }
  96. @inproceedings{simoes2021lasry,
  97.     author      = {Simões, Miguel and Themelis, Andreas and Patrinos, Panagiotis},
  98.     booktitle   = {2021 29th European Signal Processing Conference (EUSIPCO)},
  99.     title       = {Lasry--{L}ions Envelopes and Nonconvex Optimization: A Homotopy Approach},
  100.     year        = {2021},
  101.     volume      = {},
  102.     number      = {},
  103.     pages       = {2089-2093},
  104.     doi         = {10.23919/EUSIPCO54536.2021.9616167}
  105. }
  106. @inproceedings{sopasakis2017primal,
  107.     author      = {Sopasakis, Pantelis and Themelis, Andreas and Suykens, Johann and Patrinos, Panagiotis},
  108.     booktitle   = {2017 25th European Signal Processing Conference (EUSIPCO)},
  109.     title       = {A primal-dual line search method and applications in image processing},
  110.     year        = {2017},
  111.     pages       = {1065-1069},
  112.     doi         = {10.23919/EUSIPCO.2017.8081371},
  113.     month       = {8},
  114. }
  115. @article{stella2017forward,
  116.     author      = {Stella, Lorenzo and Themelis, Andreas and Patrinos, Panagiotis},
  117.     title       = {Forward-backward quasi-{N}ewton methods for nonsmooth optimization problems},
  118.     journal     = {Computational Optimization and Applications},
  119.     year        = {2017},
  120.     month       = {7},
  121.     day         = {01},
  122.     volume      = {67},
  123.     number      = {3},
  124.     pages       = {443--487},
  125.     issn        = {1573-2894},
  126.     doi         = {10.1007/s10589-017-9912-y},
  127. }
  128. @inproceedings{stella2017simple,
  129.     author      = {Stella, Lorenzo and Themelis, Andreas and Sopasakis, Pantelis and Patrinos, Panagiotis},
  130.     booktitle   = {2017 IEEE 56th Annual Conference on Decision and Control (CDC)},
  131.     title       = {A simple and efficient algorithm for nonlinear model predictive control},
  132.     year        = {2017},
  133.     pages       = {1939-1944},
  134.     doi         = {10.1109/CDC.2017.8263933},
  135.     month       = {12},
  136. }
  137. @article{stella2018newton,
  138.     author      = {Stella, Lorenzo and Themelis, Andreas and Patrinos, Panagiotis},
  139.     title       = {{N}ewton-type Alternating Minimization Algorithm for Convex Optimization},
  140.     doi         = {10.1109/TAC.2018.2872203},
  141.     journal     = {IEEE Transactions on Automatic Control},
  142.     ISSN        = {0018-9286},
  143.     year        = {2018},
  144. }
  145. @inproceedings{themelis2016stochastic,
  146.     author      = {Themelis, Andreas and Villa, Silvia and Patrinos, Panagiotis and Bemporad, Alberto},
  147.     booktitle   = {2016 European Control Conference (ECC)},
  148.     title       = {Stochastic gradient methods for stochastic model predictive control},
  149.     year        = {2016},
  150.     pages       = {154-159},
  151.     doi         = {10.1109/ECC.2016.7810279},
  152.     month       = {6},
  153. }
  154. @article{themelis2018forward,
  155.     author      = {Themelis, Andreas and Stella, Lorenzo and Patrinos, Panagiotis},
  156.     title       = {Forward-Backward Envelope for the Sum of Two Nonconvex Functions: Further Properties and Nonmonotone Linesearch Algorithms},
  157.     journal     = {SIAM Journal on Optimization},
  158.     volume      = {28},
  159.     number      = {3},
  160.     pages       = {2274-2303},
  161.     year        = {2018},
  162.     doi         = {10.1137/16M1080240},
  163. }
  164. @phdthesis{themelis2018proximal,
  165.     title       = {Proximal Algorithms for Structured Nonconvex Optimization},
  166.     author      = {Themelis, Andreas},
  167.     school      = {KU Leuven},
  168.     month       = 12,
  169.     year        = {2018},
  170. }
  171. @incollection{themelis2019acceleration,
  172.     author      = {Themelis, Andreas and Ahookhosh, Masoud and Patrinos, Panagiotis},
  173.     editor      = {Bauschke, Heinz H. and Burachik, Regina S. and Luke, D. Russell},
  174.     title       = {On the Acceleration of Forward-Backward Splitting via an Inexact {N}ewton Method},
  175.     booktitle   = {Splitting Algorithms, Modern Operator Theory, and Applications},
  176.     year        = {2019},
  177.     publisher   = {Springer International Publishing},
  178.     address     = {Cham},
  179.     pages       = {363--412},
  180.     isbn        = {978-3-030-25939-6},
  181.     doi         = {10.1007/978-3-030-25939-6_15},
  182. }
  183. @article{themelis2019supermann,
  184.     author      = {Themelis, Andreas and Patrinos, Panagiotis},
  185.     journal     = {IEEE Transactions on Automatic Control},
  186.     title       = {{S}uper{M}ann: a superlinearly convergent algorithm for finding fixed points of nonexpansive operators},
  187.     year        = {2019},
  188.     volume      = {64},
  189.     number      = {12},
  190.     pages       = {4875-4890},
  191.     doi         = {10.1109/TAC.2019.2906393},
  192.     issn        = {2334-3303},
  193.     month       = {12},
  194. }
  195. @article{themelis2020douglas,
  196.     author      = {Themelis, Andreas and Patrinos, Panagiotis},
  197.     title       = {{D}ouglas--{R}achford Splitting and {ADMM} for Nonconvex Optimization: Tight Convergence Results},
  198.     journal     = {SIAM Journal on Optimization},
  199.     volume      = {30},
  200.     number      = {1},
  201.     pages       = {149-181},
  202.     year        = {2020},
  203.     doi         = {10.1137/18M1163993},
  204. }
  205. @article{themelis2022douglas,
  206.     author      = {Themelis, Andreas and Stella, Lorenzo and Patrinos, Panagiotis},
  207.     title       = {{D}ouglas-{R}achford splitting and {ADMM} for nonconvex optimization: Accelerated and {N}ewton-type algorithms},
  208.     year        = {2022},
  209.     journal     = {Computational Optimization and Applications},
  210.     volume      = {82},
  211.     pages       = {395-440},
  212.     doi         = {10.1007/s10589-022-00366-y},
  213. }
  214. @inproceedings{themelis2020new,
  215.     title       = {A new envelope function for nonsmooth {DC} optimization},
  216.     author      = {Themelis, Andreas and Hermans, Ben and Patrinos, Panagiotis},
  217.     booktitle   = {2020 59th IEEE Conference on Decision and Control (CDC)},
  218.     year        = {2020},
  219.     pages       = {4697-4702},
  220.     doi         = {10.1109/CDC42340.2020.9304514}
  221. }
  222. @inproceedings{vervliet2020quadratically,
  223.     author      = {Vervliet, Nico and Themelis, Andreas and Patrinos, Panagiotis and De Lathauwer, Lieven},
  224.     booktitle   = {2020 28th European Signal Processing Conference (EUSIPCO)},
  225.     title       = {A Quadratically Convergent Proximal Algorithm For Nonnegative Tensor Decomposition},
  226.     year        = {2020},
  227.     volume      = {},
  228.     number      = {},
  229.     pages       = {1020-1024},
  230.     doi         = {10.23919/Eusipco47968.2020.9287549}}
  231. }
  232.  
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