andthem

BibTeX

Jun 4th, 2018 (edited)
270
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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       = {A {B}regman forward-backward linesearch algorithm for nonconvex composite optimization: superlinear convergence to nonisolated local minima},
  6.     journal     = {arXiv e-prints},
  7.     year        = {2019},
  8.     month       = {5},
  9.     eprint      = {1905.11904},
  10. }
  11. @inproceedings{hermans2019qpalm,
  12.     author      = {Hermans, Ben and Themelis, Andreas and Patrinos, Panagiotis},
  13.     booktitle   = {2019 IEEE 58th Conference on Decision and Control (CDC)},
  14.     title       = {{QPALM}: A {N}ewton-type Proximal Augmented {L}agrangian Method for Quadratic Programs},
  15.     year        = {2019},
  16.     volume      = {},
  17.     number      = {},
  18.     pages       = {4325-4330},
  19.     doi         = {10.1109/CDC40024.2019.9030211},
  20.     issn        = {0743-1546},
  21.     month       = {12},
  22. }
  23. @misc{hermans2020qpalm,
  24.     title       = {{QPALM}: A Proximal Augmented {L}agrangian Method for Nonconvex Quadratic Programs},
  25.     author      = {Hermans, Ben and Themelis, Andreas and Patrinos, Panagiotis},
  26.     year        = {2020},
  27.     eprint      = {2010.02653},
  28. }
  29. @article{latafat2019block,
  30.     author      = {Latafat, Puya and Themelis, Andreas and Patrinos, Panagiotis},
  31.     title       = {Block-coordinate and incremental aggregated nonconvex proximal gradient methods: a unified view},
  32.     journal     = {arXiv e-prints},
  33.     year        = {2019},
  34.     month       = {6},
  35.     eprint      = {1906.10053},
  36. }
  37. @inproceedings{sathya2018embedded,
  38.     author      = {Sathya, Ajay S. and Sopasakis, Pantelis and Van Parys, Ruben and Themelis, Andreas and Pipeleers, Goele and Patrinos, Panos},
  39.     booktitle   = {2018 European Control Conference (ECC)},
  40.     title       = {Embedded nonlinear model predictive control for obstacle avoidance using PANOC},
  41.     year        = {2018},
  42.     volume      = {},
  43.     number      = {},
  44.     pages       = {1523-1528},
  45.     doi         = {10.23919/ECC.2018.8550253},
  46.     month       = {6},
  47. }
  48. @inproceedings{sopasakis2017primal,
  49.     author      = {Sopasakis, Pantelis and Themelis, Andreas and Suykens, Johann and Patrinos, Panagiotis},
  50.     booktitle   = {2017 25th European Signal Processing Conference (EUSIPCO)},
  51.     title       = {A primal-dual line search method and applications in image processing},
  52.     year        = {2017},
  53.     pages       = {1065-1069},
  54.     doi         = {10.23919/EUSIPCO.2017.8081371},
  55.     month       = {8},
  56. }
  57. @article{stella2017forward,
  58.     author      = {Stella, Lorenzo and Themelis, Andreas and Patrinos, Panagiotis},
  59.     title       = {Forward-backward quasi-{N}ewton methods for nonsmooth optimization problems},
  60.     journal     = {Computational Optimization and Applications},
  61.     year        = {2017},
  62.     month       = {7},
  63.     day         = {01},
  64.     volume      = {67},
  65.     number      = {3},
  66.     pages       = {443--487},
  67.     issn        = {1573-2894},
  68.     doi         = {10.1007/s10589-017-9912-y},
  69. }
  70. @inproceedings{stella2017simple,
  71.     author      = {Stella, Lorenzo and Themelis, Andreas and Sopasakis, Pantelis and Patrinos, Panagiotis},
  72.     booktitle   = {2017 IEEE 56th Annual Conference on Decision and Control (CDC)},
  73.     title       = {A simple and efficient algorithm for nonlinear model predictive control},
  74.     year        = {2017},
  75.     pages       = {1939-1944},
  76.     doi         = {10.1109/CDC.2017.8263933},
  77.     month       = {12},
  78. }
  79. @article{stella2018newton,
  80.     author      = {Stella, Lorenzo and Themelis, Andreas and Patrinos, Panagiotis},
  81.     title       = {{N}ewton-type Alternating Minimization Algorithm for Convex Optimization},
  82.     doi         = {10.1109/TAC.2018.2872203},
  83.     journal     = {IEEE Transactions on Automatic Control},
  84.     ISSN        = {0018-9286},
  85.     year        = {2018},
  86.     url         = {https://ieeexplore.ieee.org/document/8472357},
  87. }
  88. @inproceedings{themelis2016stochastic,
  89.     author      = {Themelis, Andreas and Villa, Silvia and Patrinos, Panagiotis and Bemporad, Alberto},
  90.     booktitle   = {2016 European Control Conference (ECC)},
  91.     title       = {Stochastic gradient methods for stochastic model predictive control},
  92.     year        = {2016},
  93.     pages       = {154-159},
  94.     doi         = {10.1109/ECC.2016.7810279},
  95.     month       = {6},
  96. }
  97. @article{themelis2018forward,
  98.     author      = {Themelis, Andreas and Stella, Lorenzo and Patrinos, Panagiotis},
  99.     title       = {Forward-Backward Envelope for the Sum of Two Nonconvex Functions: Further Properties and Nonmonotone Linesearch Algorithms},
  100.     journal     = {SIAM Journal on Optimization},
  101.     volume      = {28},
  102.     number      = {3},
  103.     pages       = {2274-2303},
  104.     year        = {2018},
  105.     doi         = {10.1137/16M1080240},
  106. }
  107. @phdthesis{themelis2018proximal,
  108.     title       = {Proximal Algorithms for Structured Nonconvex Optimization},
  109.     author      = {Themelis, Andreas},
  110.     school      = {KU Leuven},
  111.     month       = {12},
  112.     year        = {2018},
  113. }
  114. @incollection{themelis2019acceleration,
  115.     author      = {Themelis, Andreas and Ahookhosh, Masoud and Patrinos, Panagiotis},
  116.     editor      = {Bauschke, Heinz H. and Burachik, Regina S. and Luke, D. Russell},
  117.     title       = {On the Acceleration of Forward-Backward Splitting via an Inexact {N}ewton Method},
  118.     booktitle   = {Splitting Algorithms, Modern Operator Theory, and Applications},
  119.     year        = {2019},
  120.     publisher   = {Springer International Publishing},
  121.     address     = {Cham},
  122.     pages       = {363--412},
  123.     isbn        = {978-3-030-25939-6},
  124.     doi         = {10.1007/978-3-030-25939-6_15},
  125. }
  126. @article{themelis2019supermann,
  127.     author      = {Themelis, Andreas and Patrinos, Panagiotis},
  128.     journal     = {IEEE Transactions on Automatic Control},
  129.     title       = {{S}uper{M}ann: a superlinearly convergent algorithm for finding fixed points of nonexpansive operators},
  130.     year        = {2019},
  131.     volume      = {64},
  132.     number      = {12},
  133.     pages       = {4875-4890},
  134.     doi         = {10.1109/TAC.2019.2906393},
  135.     issn        = {2334-3303},
  136.     month       = {12},
  137. }
  138. @article{themelis2020douglas,
  139.     author      = {Themelis, Andreas and Patrinos, Panagiotis},
  140.     title       = {{D}ouglas--{R}achford Splitting and {ADMM} for Nonconvex Optimization: Tight Convergence Results},
  141.     journal     = {SIAM Journal on Optimization},
  142.     volume      = {30},
  143.     number      = {1},
  144.     pages       = {149-181},
  145.     year        = {2020},
  146.     doi         = {10.1137/18M1163993},
  147. }
  148. @article{themelis2020new,
  149.     title       = {A new envelope function for nonsmooth DC optimization},
  150.     author      = {Themelis, Andreas and Hermans, Ben and Patrinos, Panagiotis},
  151.     year        = {2020},
  152.     month       = {3},
  153.     journal     = {arXiv e-prints},
  154.     eprint      = {2004.00083},
  155. }
  156. @article{vervliet2020quadratically,
  157.     title       = {A quadratically convergent proximal algorithm for nonnegative tensor decomposition},
  158.     author      = {Vervliet, Nico and Themelis, Andreas and Patrinos, Panagiotis and De Lathauwer, Lieven},
  159.     year        = {2020},
  160.     month       = {3},
  161.     journal     = {arXiv e-prints},
  162.     eprint      = {2003.03502},
  163. }
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