fix references

Author: MaxenceGollier

paper/paper.bib

@@ -1,7 +1,7 @@
 @Article{         aravkin-baraldi-orban-2022,
   Author        = {A. Y. Aravkin and R. Baraldi and D. Orban},
   Title         = {A Proximal Quasi-{N}ewton Trust-Region Method for Nonsmooth Regularized Optimization},
-  Journal       = siopt,
+  Journal       = {SIAM J. Optim.},
   Year          = 2022,
   Volume        = 32,
   Number        = 2,
@@ -12,7 +12,7 @@ @Article{         aravkin-baraldi-orban-2022
 @Article{         aravkin-baraldi-orban-2024,
   Author        = {A. Y. Aravkin and R. Baraldi and D. Orban},
   Title         = {A {L}evenberg–{M}arquardt Method for Nonsmooth Regularized Least Squares},
-  Journal       = sisc,
+  Journal       = {SIAM J. Sci. Comput.},
   Year          = 2024,
   Volume        = 46,
   Number        = 4,
@@ -23,7 +23,7 @@ @Article{         aravkin-baraldi-orban-2024
 @Software{        leconte_linearoperators_jl_linear_operators_2023,
   Author        = {Leconte, Geoffroy and Orban, Dominique and Soares Siqueira, Abel and contributors},
   license       = {MPL-2.0},
-  Title         = {{LinearOperators.jl: Linear Operators for Julia}},
+  Title         = {{LinearOperators.jl}: Linear Operators for Julia},
   url           = {https://github.com/JuliaSmoothOptimizers/LinearOperators.jl},
   version       = {2.6.0},
   Year          = 2023,
@@ -32,34 +32,33 @@ @Software{        leconte_linearoperators_jl_linear_operators_2023
 @Article{         leconte-orban-2023,
   Author        = {G. Leconte and D. Orban},
   Title         = {The Indefinite Proximal Gradient Method},
-  Journal       = coap,
+  Journal       = {Comput. Optim. Appl.},
   Year          = 2025,
   Volume        = 91,
   Number        = 2,
-  Pages         = 861--903,
+  Pages         = {861--903},
   doi           = {10.1007/s10589-024-00604-5},
 }
 
 @TechReport{      leconte-orban-2023-2,
   Author        = {G. Leconte and D. Orban},
   Title         = {Complexity of trust-region methods with unbounded {H}essian approximations for smooth and nonsmooth optimization},
-  Institution   = gerad,
+  Institution   = {GERAD},
   Year          = 2023,
   Type          = {Cahier},
   Number        = {G-2023-65},
-  Address       = gerad-address,
+  Address       = {Montr\'eal, QC, Canada},
   url           = {https://www.gerad.ca/fr/papers/G-2023-65},
 }
 
 @TechReport{      diouane-habiboullah-orban-2024,
   Author        = {Youssef Diouane and Mohamed Laghdaf Habiboullah and Dominique Orban},
-  Title         = {A proximal modified quasi-Newton method for nonsmooth regularized optimization},
+  Title         = {A proximal modified quasi-{N}ewton method for nonsmooth regularized optimization},
   Institution   = {GERAD},
   Year          = 2024,
   Type          = {Cahier},
   Number        = {G-2024-64},
   Address       = {Montr\'eal, Canada},
-  doi           = {10.48550/arxiv.2409.19428},
   url           = {https://www.gerad.ca/fr/papers/G-2024-64},
 }
 
@@ -74,47 +73,47 @@ @TechReport{      diouane-gollier-orban-2024
   doi           = {10.13140/RG.2.2.16095.47527},
 }
 
-@Misc{orban-siqueira-cutest-2020,
-  author = {D. Orban and A. S. Siqueira and {contributors}},
-  title = {{CUTEst.jl}: {J}ulia's {CUTEst} interface},
-  month = {October},
-  url = {https://github.com/JuliaSmoothOptimizers/CUTEst.jl},
-  year = {2020},
-  DOI = {10.5281/zenodo.1188851},
+@Software{        orban-siqueira-cutest-2020,
+  author        = {D. Orban and A. S. Siqueira and {contributors}},
+  title         = {{CUTEst.jl}: {J}ulia's {CUTEst} interface},
+  month         = {October},
+  url           = {https://github.com/JuliaSmoothOptimizers/CUTEst.jl},
+  year          = {2020},
+  DOI           = {10.5281/zenodo.1188851},
 }
 
-@Misc{orban-siqueira-nlpmodels-2020,
-  author = {D. Orban and A. S. Siqueira and {contributors}},
-  title = {{NLPModels.jl}: Data Structures for Optimization Models},
-  month = {July},
-  url = {https://github.com/JuliaSmoothOptimizers/NLPModels.jl},
-  year = {2020},
-  DOI = {10.5281/zenodo.2558627},
+@Software{        orban-siqueira-nlpmodels-2020,
+  author        = {D. Orban and A. S. Siqueira and {contributors}},
+  title         = {{NLPModels.jl}: Data Structures for Optimization Models},
+  month         = {July},
+  url           = {https://github.com/JuliaSmoothOptimizers/NLPModels.jl},
+  year          = {2020},
+  DOI           = {10.5281/zenodo.2558627},
 }
 
-@Misc{jso,
-  author = {T. Migot and D. Orban and A. S. Siqueira},
-  title = {The {JuliaSmoothOptimizers} Ecosystem for Linear and Nonlinear Optimization},
-  year = {2021},
-  url = {https://juliasmoothoptimizers.github.io/},
-  doi = {10.5281/zenodo.2655082},
+@Software{        jso,
+  author        = {T. Migot and D. Orban and A. S. Siqueira},
+  title         = {The {JuliaSmoothOptimizers} Ecosystem for Linear and Nonlinear Optimization},
+  year          = {2021},
+  url           = {https://juliasmoothoptimizers.github.io/},
+  doi           = {10.5281/zenodo.2655082},
 }
 
-@Misc{migot-orban-siqueira-optimizationproblems-2023,
+@Software{       migot-orban-siqueira-optimizationproblems-2023,
   author       = {T. Migot and D. Orban and A. S. Siqueira},
-  title        = {OptimizationProblems.jl: A collection of optimization problems in Julia},
+  title        = {{OptimizationProblems.jl}: A collection of optimization problems in Julia},
   year         = {2023},
   doi          = {10.5281/zenodo.3672094},
   url          = {https://github.com/JuliaSmoothOptimizers/OptimizationProblems.jl},
 }
 
-@techreport{kim-park-2008,
-  title = {Sparse Nonnegative Matrix Factorization for Clustering},
-  author = {Jingu Kim and Haesun Park},
-  institution = {Georgia Inst. of Technology},
-  number = {GT-CSE-08-01},
-  year = {2008},
-  url = {http://hdl.handle.net/1853/20058},
+@techreport{     kim-park-2008,
+  title        = {Sparse Nonnegative Matrix Factorization for Clustering},
+  author       = {Jingu Kim and Haesun Park},
+  institution  = {Georgia Inst. of Technology},
+  number       = {GT-CSE-08-01},
+  year         = {2008},
+  url          = {http://hdl.handle.net/1853/20058},
 }
 
 @InProceedings{   stella-themelis-sopasakis-patrinos-2017,
@@ -126,10 +125,10 @@ @InProceedings{   stella-themelis-sopasakis-patrinos-2017
   doi           = {10.1109/CDC.2017.8263933},
 }
 
-@article{demarchi-jia-kanzow-mehlitz-2023,
+@article{        demarchi-jia-kanzow-mehlitz-2023,
       author   = {De~Marchi, Alberto and Jia, Xiaoxi and Kanzow, Christian and Mehlitz, Patrick},
       title    = {Constrained composite optimization and augmented {L}agrangian methods},
-      journal  = {Mathematical Programming},
+      journal  = {Math. Program.},
       year     = {2023},
       month    = {9},
       volume   = {201},
@@ -141,21 +140,21 @@ @article{demarchi-jia-kanzow-mehlitz-2023
 @Article{         themelis-stella-patrinos-2017,
   Author        = {Themelis, Andreas and Stella, Lorenzo and Patrinos, Panagiotis},
   Title         = {Forward-Backward Envelope for the Sum of Two Nonconvex Functions: Further Properties and Nonmonotone line seach Algorithms},
-  Journal       = siopt,
+  Journal       = {SIAM J. Optim.},
   Year          = 2018,
   Volume        = 28,
   Number        = 3,
   Pages         = {2274--2303},
   doi           = {10.1137/16M1080240},
 }
 
-@article{eckstein1992douglas,
-  title={On the Douglas—Rachford splitting method and the proximal point algorithm for maximal monotone operators},
-  author={Eckstein, Jonathan and Bertsekas, Dimitri P},
-  journal={Mathematical programming},
-  volume={55},
-  number={1},
-  pages={293--318},
-  year={1992},
-  publisher={Springer}
+@article{         eckstein-bertsekas-1992,
+  title         = {On the {D}ouglas—{R}achford splitting method and the proximal point algorithm for maximal monotone operators},
+  author        = {Eckstein, Jonathan and Bertsekas, Dimitri P},
+  journal       = {Math. Program.},
+  volume        = {55},
+  number        = {1},
+  pages         = {293--318},
+  year          = {1992},
+  publisher     = {Springer}
 }