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andthem Jun 4th, 2018 (edited) 210 Never
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  1. % List in alphabetical order
  2.  
  3. @article{ahookhosh2019bregman,
  4.     author      = {Ahookhosh, Masoud and Themelis, Andreas and Patrinos, Panagiotis},
  5.     title       = {{B}regman forward-backward splitting for nonconvex composite optimization: superlinear convergence to nonisolated critical points},
  6.     journal     = {arXiv e-prints},
  7.     year        = {2019},
  8.     month       = {May},
  9.     eprint      = {1905.11904},
  10. }
  11. @inproceedings{hermans2019qpalm,
  12.     title       = {{QPALM}: A {N}ewton-type Proximal Augmented {L}agrangian Method for Quadratic Programs},
  13.     author      = {Hermans, Ben and Themelis, Andreas and Patrinos, Panagiotis},
  14.     year        = {2019},
  15.     booktitle   = {2019 IEEE 58th Annual Conference on Decision and Control (CDC)},
  16.     eprint      = {1911.02934},
  17.     note        = {(to appear)},
  18.     month       = {Dec},
  19. }
  20. @article{latafat2019block,
  21.     author      = {Latafat, Puya and Themelis, Andreas and Patrinos, Panagiotis},
  22.     title       = {Block-coordinate and incremental aggregated nonconvex proximal gradient methods: a unified view},
  23.     journal     = {arXiv e-prints},
  24.     year        = {2019},
  25.     month       = {Jun},
  26.     eprint      = {1906.10053},
  27. }
  28. @inproceedings{sathya2018embedded,
  29.     author      = {Sathya, Ajay S. and Sopasakis, Pantelis and Van Parys, Ruben and Themelis, Andreas and Pipeleers, Goele and Patrinos, Panos},
  30.     booktitle   = {2018 European Control Conference (ECC)},
  31.     title       = {Embedded nonlinear model predictive control for obstacle avoidance using PANOC},
  32.     year        = {2018},
  33.     volume      = {},
  34.     number      = {},
  35.     pages       = {1523-1528},
  36.     doi         = {10.23919/ECC.2018.8550253},
  37.     month       = {June},
  38. }
  39. @inproceedings{sopasakis2017primal,
  40.     author      = {Sopasakis, Pantelis and Themelis, Andreas and Suykens, Johann and Patrinos, Panagiotis},
  41.     booktitle   = {2017 25th European Signal Processing Conference (EUSIPCO)},
  42.     title       = {A primal-dual line search method and applications in image processing},
  43.     year        = {2017},
  44.     pages       = {1065-1069},
  45.     doi         = {10.23919/EUSIPCO.2017.8081371},
  46.     month       = {Aug},
  47. }
  48. @article{stella2017forward,
  49.     author      = {Stella, Lorenzo and Themelis, Andreas and Patrinos, Panagiotis},
  50.     title       = {Forward-backward quasi-{N}ewton methods for nonsmooth optimization problems},
  51.     journal     = {Computational Optimization and Applications},
  52.     year        = {2017},
  53.     month       = {Jul},
  54.     day         = {01},
  55.     volume      = {67},
  56.     number      = {3},
  57.     pages       = {443--487},
  58.     issn        = {1573-2894},
  59.     doi         = {10.1007/s10589-017-9912-y},
  60. }
  61. @inproceedings{stella2017simple,
  62.     author      = {Stella, Lorenzo and Themelis, Andreas and Sopasakis, Pantelis and Patrinos, Panagiotis},
  63.     booktitle   = {2017 IEEE 56th Annual Conference on Decision and Control (CDC)},
  64.     title       = {A simple and efficient algorithm for nonlinear model predictive control},
  65.     year        = {2017},
  66.     pages       = {1939-1944},
  67.     doi         = {10.1109/CDC.2017.8263933},
  68.     month       = {Dec},
  69. }
  70. @article{stella2018newton,
  71.     author      = {Stella, Lorenzo and Themelis, Andreas and Patrinos, Panagiotis},
  72.     title       = {{N}ewton-type Alternating Minimization Algorithm for Convex Optimization},
  73.     doi         = {10.1109/TAC.2018.2872203},
  74.     journal     = {IEEE Transactions on Automatic Control},
  75.     ISSN        = {0018-9286},
  76.     year        = {2018},
  77.     url         = {https://ieeexplore.ieee.org/document/8472357},
  78. }
  79. @inproceedings{themelis2016stochastic,
  80.     author      = {Themelis, Andreas and Villa, Silvia and Patrinos, Panagiotis and Bemporad, Alberto},
  81.     booktitle   = {2016 European Control Conference (ECC)},
  82.     title       = {Stochastic gradient methods for stochastic model predictive control},
  83.     year        = {2016},
  84.     pages       = {154-159},
  85.     doi         = {10.1109/ECC.2016.7810279},
  86.     month       = {June},
  87. }
  88. @article{themelis2018forward,
  89.     author      = {Themelis, Andreas and Stella, Lorenzo and Patrinos, Panagiotis},
  90.     title       = {Forward-Backward Envelope for the Sum of Two Nonconvex Functions: Further Properties and Nonmonotone Linesearch Algorithms},
  91.     journal     = {SIAM Journal on Optimization},
  92.     volume      = {28},
  93.     number      = {3},
  94.     pages       = {2274-2303},
  95.     year        = {2018},
  96.     doi         = {10.1137/16M1080240},
  97. }
  98. @phdthesis{themelis2018proximal,
  99.     title       = {Proximal Algorithms for Structured Nonconvex Optimization},
  100.     author      = {Themelis, Andreas},
  101.     school      = {KU Leuven},
  102.     month       = {12},
  103.     year        = {2018},
  104. }
  105. @incollection{themelis2019acceleration,
  106.     author      = {Themelis, Andreas and Ahookhosh, Masoud and Patrinos, Panagiotis},
  107.     editor      = {Bauschke, Heinz H. and Burachik, Regina S. and Luke, D. Russell},
  108.     title       = {On the Acceleration of Forward-Backward Splitting via an Inexact {N}ewton Method},
  109.     booktitle   = {Splitting Algorithms, Modern Operator Theory, and Applications},
  110.     year        = {2019},
  111.     publisher   = {Springer International Publishing},
  112.     address     = {Cham},
  113.     pages       = {363--412},
  114.     isbn        = {978-3-030-25939-6},
  115.     doi         = {10.1007/978-3-030-25939-6_15},
  116. }
  117. @article{themelis2020douglas,
  118.     author      = {Themelis, Andreas and Patrinos, Panagiotis},
  119.     title       = {{D}ouglas--{R}achford Splitting and {ADMM} for Nonconvex Optimization: Tight Convergence Results},
  120.     journal     = {SIAM Journal on Optimization},
  121.     volume      = {30},
  122.     number      = {1},
  123.     pages       = {149-181},
  124.     year        = {2020},
  125.     doi         = {10.1137/18M1163993},
  126. }
  127. @article{themelis2019supermann,
  128.     author      = {Themelis, Andreas and Patrinos, Panagiotis},
  129.     journal     = {IEEE Transactions on Automatic Control},
  130.     title       = {{S}uper{M}ann: a superlinearly convergent algorithm for finding fixed points of nonexpansive operators},
  131.     year        = {2019},
  132.     volume      = {64},
  133.     number      = {12},
  134.     pages       = {4875-4890},
  135.     doi         = {10.1109/TAC.2019.2906393},
  136.     issn        = {2334-3303},
  137.     month       = {12},
  138. }
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