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@inproceedings{DBLP:conf/aistats/BahamouG023,
author = {Achraf Bahamou and
Donald Goldfarb and
Yi Ren},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {A Mini-Block Fisher Method for Deep Neural Networks},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {9191--9220},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/bahamou23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BahamouG023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-04124,
author = {Achraf Bahamou and
Donald Goldfarb and
Yi Ren},
title = {A Mini-Block Natural Gradient Method for Deep Neural Networks},
journal = {CoRR},
volume = {abs/2202.04124},
year = {2022},
url = {https://arxiv.org/abs/2202.04124},
eprinttype = {arXiv},
eprint = {2202.04124},
timestamp = {Fri, 18 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-04124.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/GaoKG21,
author = {Yuan Gao and
Christian Kroer and
Donald Goldfarb},
title = {Increasing Iterate Averaging for Solving Saddle-Point Problems},
booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
2021, Thirty-Third Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
2021},
pages = {7537--7544},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i9.16923},
doi = {10.1609/AAAI.V35I9.16923},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/GaoKG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RenG21,
author = {Yi Ren and
Donald Goldfarb},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Tensor Normal Training for Deep Learning Models},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {26040--26052},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/dae3312c4c6c7000a37ecfb7b0aeb0e4-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/RenG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-06737,
author = {Yi Ren and
Donald Goldfarb},
title = {Kronecker-factored Quasi-Newton Methods for Convolutional Neural Networks},
journal = {CoRR},
volume = {abs/2102.06737},
year = {2021},
url = {https://arxiv.org/abs/2102.06737},
eprinttype = {arXiv},
eprint = {2102.06737},
timestamp = {Fri, 20 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-06737.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-02925,
author = {Yi Ren and
Donald Goldfarb},
title = {Tensor Normal Training for Deep Learning Models},
journal = {CoRR},
volume = {abs/2106.02925},
year = {2021},
url = {https://arxiv.org/abs/2106.02925},
eprinttype = {arXiv},
eprint = {2106.02925},
timestamp = {Fri, 20 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-02925.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/oms/GaoGC20,
author = {Wenbo Gao and
Donald Goldfarb and
Frank E. Curtis},
title = {{ADMM} for multiaffine constrained optimization},
journal = {Optim. Methods Softw.},
volume = {35},
number = {2},
pages = {257--303},
year = {2020},
url = {https://doi.org/10.1080/10556788.2019.1683553},
doi = {10.1080/10556788.2019.1683553},
timestamp = {Thu, 24 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/oms/GaoGC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GoldfarbRB20,
author = {Donald Goldfarb and
Yi Ren and
Achraf Bahamou},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Practical Quasi-Newton Methods for Training Deep Neural Networks},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/192fc044e74dffea144f9ac5dc9f3395-Abstract.html},
timestamp = {Fri, 20 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/GoldfarbRB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-08877,
author = {Donald Goldfarb and
Yi Ren and
Achraf Bahamou},
title = {Practical Quasi-Newton Methods for Training Deep Neural Networks},
journal = {CoRR},
volume = {abs/2006.08877},
year = {2020},
url = {https://arxiv.org/abs/2006.08877},
eprinttype = {arXiv},
eprint = {2006.08877},
timestamp = {Fri, 20 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-08877.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/oms/GaoG19,
author = {Wenbo Gao and
Donald Goldfarb},
title = {Quasi-Newton methods: superlinear convergence without line searches
for self-concordant functions},
journal = {Optim. Methods Softw.},
volume = {34},
number = {1},
pages = {194--217},
year = {2019},
url = {https://doi.org/10.1080/10556788.2018.1510927},
doi = {10.1080/10556788.2018.1510927},
timestamp = {Thu, 24 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/oms/GaoG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TengGCCGW19,
author = {Yunfei Teng and
Wenbo Gao and
Fran{\c{c}}ois Chalus and
Anna Choromanska and
Donald Goldfarb and
Adrian Weller},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Leader Stochastic Gradient Descent for Distributed Training of Deep
Learning Models},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {9821--9831},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/fea16e782bc1b1240e4b3c797012e289-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/TengGCCGW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-10395,
author = {Yunfei Teng and
Wenbo Gao and
Fran{\c{c}}ois Chalus and
Anna Choromanska and
Donald Goldfarb and
Adrian Weller},
title = {Leader Stochastic Gradient Descent for Distributed Training of Deep
Learning Models},
journal = {CoRR},
volume = {abs/1905.10395},
year = {2019},
url = {http://arxiv.org/abs/1905.10395},
eprinttype = {arXiv},
eprint = {1905.10395},
timestamp = {Mon, 03 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-10395.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-02353,
author = {Yi Ren and
Donald Goldfarb},
title = {Efficient Subsampled Gauss-Newton and Natural Gradient Methods for
Training Neural Networks},
journal = {CoRR},
volume = {abs/1906.02353},
year = {2019},
url = {http://arxiv.org/abs/1906.02353},
eprinttype = {arXiv},
eprint = {1906.02353},
timestamp = {Fri, 20 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-02353.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-13357,
author = {Achraf Bahamou and
Donald Goldfarb},
title = {A Dynamic Sampling Adaptive-SGD Method for Machine Learning},
journal = {CoRR},
volume = {abs/1912.13357},
year = {2019},
url = {http://arxiv.org/abs/1912.13357},
eprinttype = {arXiv},
eprint = {1912.13357},
timestamp = {Sat, 04 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-13357.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamjo/GaoG18,
author = {Wenbo Gao and
Donald Goldfarb},
title = {Block {BFGS} Methods},
journal = {{SIAM} J. Optim.},
volume = {28},
number = {2},
pages = {1205--1231},
year = {2018},
url = {https://doi.org/10.1137/16M1092106},
doi = {10.1137/16M1092106},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamjo/GaoG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/coap/GoldfarbMWZ17,
author = {Donald Goldfarb and
Cun Mu and
John Wright and
Chaoxu Zhou},
title = {Using negative curvature in solving nonlinear programs},
journal = {Comput. Optim. Appl.},
volume = {68},
number = {3},
pages = {479--502},
year = {2017},
url = {https://doi.org/10.1007/s10589-017-9925-6},
doi = {10.1007/S10589-017-9925-6},
timestamp = {Tue, 14 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/coap/GoldfarbMWZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamjo/WangMGL17,
author = {Xiao Wang and
Shiqian Ma and
Donald Goldfarb and
Wei Liu},
title = {Stochastic Quasi-Newton Methods for Nonconvex Stochastic Optimization},
journal = {{SIAM} J. Optim.},
volume = {27},
number = {2},
pages = {927--956},
year = {2017},
url = {https://doi.org/10.1137/15M1053141},
doi = {10.1137/15M1053141},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamjo/WangMGL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siammax/MuHG17,
author = {Cun Mu and
Daniel J. Hsu and
Donald Goldfarb},
title = {Greedy Approaches to Symmetric Orthogonal Tensor Decomposition},
journal = {{SIAM} J. Matrix Anal. Appl.},
volume = {38},
number = {4},
pages = {1210--1226},
year = {2017},
url = {https://doi.org/10.1137/16M1087734},
doi = {10.1137/16M1087734},
timestamp = {Tue, 26 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siammax/MuHG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/GoldfarbIZ17,
author = {Donald Goldfarb and
Garud Iyengar and
Chaoxu Zhou},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Linear Convergence of Stochastic Frank Wolfe Variants},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {1066--1074},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/goldfarb17a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/GoldfarbIZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhouGG17,
author = {Chaoxu Zhou and
Wenbo Gao and
Donald Goldfarb},
editor = {Doina Precup and
Yee Whye Teh},
title = {Stochastic Adaptive Quasi-Newton Methods for Minimizing Expected Values},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {4150--4159},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/zhou17a.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhouGG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MuHG17,
author = {Cun Mu and
Daniel J. Hsu and
Donald Goldfarb},
title = {Successive Rank-One Approximations for Nearly Orthogonally Decomposable
Symmetric Tensors},
journal = {CoRR},
volume = {abs/1705.10404},
year = {2017},
url = {http://arxiv.org/abs/1705.10404},
eprinttype = {arXiv},
eprint = {1705.10404},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MuHG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MuHG17a,
author = {Cun Mu and
Daniel J. Hsu and
Donald Goldfarb},
title = {Greedy Approaches to Symmetric Orthogonal Tensor Decomposition},
journal = {CoRR},
volume = {abs/1706.01169},
year = {2017},
url = {http://arxiv.org/abs/1706.01169},
eprinttype = {arXiv},
eprint = {1706.01169},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MuHG17a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamsc/MuZWG16,
author = {Cun Mu and
Yuqian Zhang and
John Wright and
Donald Goldfarb},
title = {Scalable Robust Matrix Recovery: Frank-Wolfe Meets Proximal Methods},
journal = {{SIAM} J. Sci. Comput.},
volume = {38},
number = {5},
year = {2016},
url = {https://doi.org/10.1137/15M101628X},
doi = {10.1137/15M101628X},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamsc/MuZWG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GowerGR16,
author = {Robert M. Gower and
Donald Goldfarb and
Peter Richt{\'{a}}rik},
editor = {Maria{-}Florina Balcan and
Kilian Q. Weinberger},
title = {Stochastic Block {BFGS:} Squeezing More Curvature out of Data},
booktitle = {Proceedings of the 33nd International Conference on Machine Learning,
{ICML} 2016, New York City, NY, USA, June 19-24, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {48},
pages = {1869--1878},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v48/gower16.html},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/conf/icml/GowerGR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WangMGL16,
author = {Xiao Wang and
Shiqian Ma and
Donald Goldfarb and
Wei Liu},
title = {Stochastic Quasi-Newton Methods for Nonconvex Stochastic Optimization},
journal = {CoRR},
volume = {abs/1607.01231},
year = {2016},
url = {http://arxiv.org/abs/1607.01231},
eprinttype = {arXiv},
eprint = {1607.01231},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/WangMGL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/oms/QinGM15,
author = {Zhiwei (Tony) Qin and
Donald Goldfarb and
Shiqian Ma},
title = {An alternating direction method for total variation denoising},
journal = {Optim. Methods Softw.},
volume = {30},
number = {3},
pages = {594--615},
year = {2015},
url = {https://doi.org/10.1080/10556788.2014.955100},
doi = {10.1080/10556788.2014.955100},
timestamp = {Thu, 24 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/oms/QinGM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siammax/MuHG15,
author = {Cun Mu and
Daniel J. Hsu and
Donald Goldfarb},
title = {Successive Rank-One Approximations for Nearly Orthogonally Decomposable
Symmetric Tensors},
journal = {{SIAM} J. Matrix Anal. Appl.},
volume = {36},
number = {4},
pages = {1638--1659},
year = {2015},
url = {https://doi.org/10.1137/15M1010890},
doi = {10.1137/15M1010890},
timestamp = {Tue, 26 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siammax/MuHG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/coap/AybatGM14,
author = {Necdet Serhat Aybat and
Donald Goldfarb and
Shiqian Ma},
title = {Efficient algorithms for robust and stable principal component pursuit
problems},
journal = {Comput. Optim. Appl.},
volume = {58},
number = {1},
pages = {1--29},
year = {2014},
url = {https://doi.org/10.1007/s10589-013-9613-0},
doi = {10.1007/S10589-013-9613-0},
timestamp = {Tue, 14 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/coap/AybatGM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/focm/ScheinbergGB14,
author = {Katya Scheinberg and
Donald Goldfarb and
Xi Bai},
title = {Fast First-Order Methods for Composite Convex Optimization with Backtracking},
journal = {Found. Comput. Math.},
volume = {14},
number = {3},
pages = {389--417},
year = {2014},
url = {https://doi.org/10.1007/s10208-014-9189-9},
doi = {10.1007/S10208-014-9189-9},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/focm/ScheinbergGB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siammax/GoldfarbQ14,
author = {Donald Goldfarb and
Zhiwei (Tony) Qin},
title = {Robust Low-Rank Tensor Recovery: Models and Algorithms},
journal = {{SIAM} J. Matrix Anal. Appl.},
volume = {35},
number = {1},
pages = {225--253},
year = {2014},
url = {https://doi.org/10.1137/130905010},
doi = {10.1137/130905010},
timestamp = {Tue, 26 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siammax/GoldfarbQ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MuHWG14,
author = {Cun Mu and
Bo Huang and
John Wright and
Donald Goldfarb},
title = {Square Deal: Lower Bounds and Improved Relaxations for Tensor Recovery},
booktitle = {Proceedings of the 31th International Conference on Machine Learning,
{ICML} 2014, Beijing, China, 21-26 June 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {32},
pages = {73--81},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v32/mu14.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/MuHWG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MuZWG14,
author = {Cun Mu and
Yuqian Zhang and
John Wright and
Donald Goldfarb},
title = {Scalable Robust Matrix Recovery: Frank-Wolfe Meets Proximal Methods},
journal = {CoRR},
volume = {abs/1403.7588},
year = {2014},
url = {http://arxiv.org/abs/1403.7588},
eprinttype = {arXiv},
eprint = {1403.7588},
timestamp = {Mon, 11 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/MuZWG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jscic/HuangMG13,
author = {Bo Huang and
Shiqian Ma and
Donald Goldfarb},
title = {Accelerated Linearized Bregman Method},
journal = {J. Sci. Comput.},
volume = {54},
number = {2-3},
pages = {428--453},
year = {2013},
url = {https://doi.org/10.1007/s10915-012-9592-9},
doi = {10.1007/S10915-012-9592-9},
timestamp = {Thu, 18 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jscic/HuangMG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mp/GoldfarbMS13,
author = {Donald Goldfarb and
Shiqian Ma and
Katya Scheinberg},
title = {Fast alternating linearization methods for minimizing the sum of two
convex functions},
journal = {Math. Program.},
volume = {141},
number = {1-2},
pages = {349--382},
year = {2013},
url = {https://doi.org/10.1007/s10107-012-0530-2},
doi = {10.1007/S10107-012-0530-2},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mp/GoldfarbMS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mpc/QinSG13,
author = {Zhiwei (Tony) Qin and
Katya Scheinberg and
Donald Goldfarb},
title = {Efficient block-coordinate descent algorithms for the Group Lasso},
journal = {Math. Program. Comput.},
volume = {5},
number = {2},
pages = {143--169},
year = {2013},
url = {https://doi.org/10.1007/s12532-013-0051-x},
doi = {10.1007/S12532-013-0051-X},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mpc/QinSG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MuHWG13,
author = {Cun Mu and
Bo Huang and
John Wright and
Donald Goldfarb},
title = {Square Deal: Lower Bounds and Improved Relaxations for Tensor Recovery},
journal = {CoRR},
volume = {abs/1307.5870},
year = {2013},
url = {http://arxiv.org/abs/1307.5870},
eprinttype = {arXiv},
eprint = {1307.5870},
timestamp = {Mon, 11 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/MuHWG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/QinG12,
author = {Zhiwei (Tony) Qin and
Donald Goldfarb},
title = {Structured Sparsity via Alternating Direction Methods},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {1435--1468},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2343692},
doi = {10.5555/2503308.2343692},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/QinG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/oms/WenYZG12,
author = {Zaiwen Wen and
Wotao Yin and
Hongchao Zhang and
Donald Goldfarb},
title = {On the convergence of an active-set method for {\(\mathscr{l}\)}\({}_{\mbox{1}}\)
minimization},
journal = {Optim. Methods Softw.},
volume = {27},
number = {6},
pages = {1127--1146},
year = {2012},
url = {https://doi.org/10.1080/10556788.2011.591398},
doi = {10.1080/10556788.2011.591398},
timestamp = {Thu, 24 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/oms/WenYZG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamjo/GoldfarbM12,
author = {Donald Goldfarb and
Shiqian Ma},
title = {Fast Multiple-Splitting Algorithms for Convex Optimization},
journal = {{SIAM} J. Optim.},
volume = {22},
number = {2},
pages = {533--556},
year = {2012},
url = {https://doi.org/10.1137/090780705},
doi = {10.1137/090780705},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamjo/GoldfarbM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/focm/GoldfarbM11,
author = {Donald Goldfarb and
Shiqian Ma},
title = {Convergence of Fixed-Point Continuation Algorithms for Matrix Rank
Minimization},
journal = {Found. Comput. Math.},
volume = {11},
number = {2},
pages = {183--210},
year = {2011},
url = {https://doi.org/10.1007/s10208-011-9084-6},
doi = {10.1007/S10208-011-9084-6},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/focm/GoldfarbM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mp/ChenG11,
author = {Lifeng Chen and
Donald Goldfarb},
title = {An interior-point piecewise linear penalty method for nonlinear programming},
journal = {Math. Program.},
volume = {128},
number = {1-2},
pages = {73--122},
year = {2011},
url = {https://doi.org/10.1007/s10107-009-0296-3},
doi = {10.1007/S10107-009-0296-3},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mp/ChenG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mp/MaGC11,
author = {Shiqian Ma and
Donald Goldfarb and
Lifeng Chen},
title = {Fixed point and Bregman iterative methods for matrix rank minimization},
journal = {Math. Program.},
volume = {128},
number = {1-2},
pages = {321--353},
year = {2011},
url = {https://doi.org/10.1007/s10107-009-0306-5},
doi = {10.1007/S10107-009-0306-5},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mp/MaGC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1105-0728,
author = {Zhiwei (Tony) Qin and
Donald Goldfarb},
title = {Structured Sparsity via Alternating Directions Methods},
journal = {CoRR},
volume = {abs/1105.0728},
year = {2011},
url = {http://arxiv.org/abs/1105.0728},
eprinttype = {arXiv},
eprint = {1105.0728},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1105-0728.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1106-5413,
author = {Bo Huang and
Shiqian Ma and
Donald Goldfarb},
title = {Accelerated Linearized Bregman Method},
journal = {CoRR},
volume = {abs/1106.5413},
year = {2011},
url = {http://arxiv.org/abs/1106.5413},
eprinttype = {arXiv},
eprint = {1106.5413},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1106-5413.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mpc/WenGY10,
author = {Zaiwen Wen and
Donald Goldfarb and
Wotao Yin},
title = {Alternating direction augmented Lagrangian methods for semidefinite
programming},
journal = {Math. Program. Comput.},
volume = {2},
number = {3-4},
pages = {203--230},
year = {2010},
url = {https://doi.org/10.1007/s12532-010-0017-1},
doi = {10.1007/S12532-010-0017-1},
timestamp = {Thu, 08 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mpc/WenGY10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamsc/WenYGZ10,
author = {Zaiwen Wen and
Wotao Yin and
Donald Goldfarb and
Yin Zhang},
title = {A Fast Algorithm for Sparse Reconstruction Based on Shrinkage, Subspace
Optimization, and Continuation},
journal = {{SIAM} J. Sci. Comput.},
volume = {32},
number = {4},
pages = {1832--1857},
year = {2010},
url = {https://doi.org/10.1137/090747695},
doi = {10.1137/090747695},
timestamp = {Thu, 09 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/siamsc/WenYGZ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ScheinbergMG10,
author = {Katya Scheinberg and
Shiqian Ma and
Donald Goldfarb},
editor = {John D. Lafferty and
Christopher K. I. Williams and
John Shawe{-}Taylor and
Richard S. Zemel and
Aron Culotta},
title = {Sparse Inverse Covariance Selection via Alternating Linearization
Methods},
booktitle = {Advances in Neural Information Processing Systems 23: 24th Annual
Conference on Neural Information Processing Systems 2010. Proceedings
of a meeting held 6-9 December 2010, Vancouver, British Columbia,
Canada},
pages = {2101--2109},
publisher = {Curran Associates, Inc.},
year = {2010},
url = {https://proceedings.neurips.cc/paper/2010/hash/2723d092b63885e0d7c260cc007e8b9d-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/ScheinbergMG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1011-0097,
author = {Katya Scheinberg and
Shiqian Ma and
Donald Goldfarb},
title = {Sparse Inverse Covariance Selection via Alternating Linearization
Methods},
journal = {CoRR},
volume = {abs/1011.0097},
year = {2010},
url = {http://arxiv.org/abs/1011.0097},
eprinttype = {arXiv},
eprint = {1011.0097},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1011-0097.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamis/GoldfarbWY09,
author = {Donald Goldfarb and
Zaiwen Wen and
Wotao Yin},
title = {A Curvilinear Search Method for p-Harmonic Flows on Spheres},
journal = {{SIAM} J. Imaging Sci.},
volume = {2},
number = {1},
pages = {84--109},
year = {2009},
url = {https://doi.org/10.1137/080726926},
doi = {10.1137/080726926},
timestamp = {Tue, 14 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamis/GoldfarbWY09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamjo/WenG09,
author = {Zaiwen Wen and
Donald Goldfarb},
title = {A Line Search Multigrid Method for Large-Scale Nonlinear Optimization},
journal = {{SIAM} J. Optim.},
volume = {20},
number = {3},
pages = {1478--1503},
year = {2009},
url = {https://doi.org/10.1137/08071524X},
doi = {10.1137/08071524X},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamjo/WenG09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamsc/GoldfarbY09,
author = {Donald Goldfarb and
Wotao Yin},
title = {Parametric Maximum Flow Algorithms for Fast Total Variation Minimization},
journal = {{SIAM} J. Sci. Comput.},
volume = {31},
number = {5},
pages = {3712--3743},
year = {2009},
url = {https://doi.org/10.1137/070706318},
doi = {10.1137/070706318},
timestamp = {Thu, 30 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamsc/GoldfarbY09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/allerton/GoldfarbMW09,
author = {Donald Goldfarb and
Shiqian Ma and
Zaiwen Wen},
title = {Solving low-rank matrix completion problems efficiently},
booktitle = {47th Annual Allerton Conference on Communication, Control, and Computing,
Allerton 2009, Monticello, IL, USA, September 30 - October 2, 2009},
pages = {1013--1020},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/ALLERTON.2009.5394884},
doi = {10.1109/ALLERTON.2009.5394884},
timestamp = {Wed, 29 Nov 2023 20:15:57 +0100},
biburl = {https://dblp.org/rec/conf/allerton/GoldfarbMW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GoldfarbMS09,
author = {Donald Goldfarb and
Shiqian Ma and
Katya Scheinberg},
title = {Fast Alternating Linearization Methods for Minimizing the Sum of Two
Convex Functions},
journal = {CoRR},
volume = {abs/0912.4571},
year = {2009},
url = {http://arxiv.org/abs/0912.4571},
eprinttype = {arXiv},
eprint = {0912.4571},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GoldfarbMS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0905-1643,
author = {Shiqian Ma and
Donald Goldfarb and
Lifeng Chen},
title = {Fixed Point and Bregman Iterative Methods for Matrix Rank Minimization},
journal = {CoRR},
volume = {abs/0905.1643},
year = {2009},
url = {http://arxiv.org/abs/0905.1643},
eprinttype = {arXiv},
eprint = {0905.1643},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0905-1643.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0906-3499,
author = {Donald Goldfarb and
Shiqian Ma},
title = {Convergence of fixed point continuation algorithms for matrix rank
minimization},
journal = {CoRR},
volume = {abs/0906.3499},
year = {2009},
url = {http://arxiv.org/abs/0906.3499},
eprinttype = {arXiv},
eprint = {0906.3499},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0906-3499.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamis/YinOGD08,
author = {Wotao Yin and
Stanley J. Osher and
Donald Goldfarb and
J{\'{e}}r{\^{o}}me Darbon},
title = {Bregman Iterative Algorithms for {\textbackslash}ell\({}_{\mbox{1}}\)-Minimization
with Applications to Compressed Sensing},
journal = {{SIAM} J. Imaging Sci.},
volume = {1},
number = {1},
pages = {143--168},
year = {2008},
url = {https://doi.org/10.1137/070703983},
doi = {10.1137/070703983},
timestamp = {Tue, 14 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamis/YinOGD08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jvcir/YinGO07,
author = {Wotao Yin and
Donald Goldfarb and
Stanley J. Osher},
title = {A comparison of three total variation based texture extraction models},
journal = {J. Vis. Commun. Image Represent.},
volume = {18},
number = {3},
pages = {240--252},
year = {2007},
url = {https://doi.org/10.1016/j.jvcir.2007.01.004},
doi = {10.1016/J.JVCIR.2007.01.004},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jvcir/YinGO07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mmas/YinGO07,
author = {Wotao Yin and
Donald Goldfarb and
Stanley J. Osher},
title = {The Total Variation Regularized L\({}^{\mbox{1}}\) Model for Multiscale
Decomposition},
journal = {Multiscale Model. Simul.},
volume = {6},
number = {1},
pages = {190--211},
year = {2007},
url = {https://doi.org/10.1137/060663027},
doi = {10.1137/060663027},
timestamp = {Tue, 31 Mar 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mmas/YinGO07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mp/ChenG06,
author = {Lifeng Chen and
Donald Goldfarb},
title = {Interior-point l\({}_{\mbox{2}}\)-penalty methods for nonlinear programming
with strong global convergence properties},
journal = {Math. Program.},
volume = {108},
number = {1},
pages = {1--36},
year = {2006},
url = {https://doi.org/10.1007/s10107-005-0701-5},
doi = {10.1007/S10107-005-0701-5},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mp/ChenG06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mmas/OsherBGXY05,
author = {Stanley J. Osher and
Martin Burger and
Donald Goldfarb and
Jinjun Xu and
Wotao Yin},
title = {An Iterative Regularization Method for Total Variation-Based Image
Restoration},
journal = {Multiscale Model. Simul.},
volume = {4},
number = {2},
pages = {460--489},
year = {2005},
url = {https://doi.org/10.1137/040605412},
doi = {10.1137/040605412},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mmas/OsherBGXY05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mp/GoldfarbS05,
author = {Donald Goldfarb and
Katya Scheinberg},
title = {Product-form Cholesky factorization in interior point methods for
second-order cone programming},
journal = {Math. Program.},
volume = {103},
number = {1},
pages = {153--179},
year = {2005},
url = {https://doi.org/10.1007/s10107-004-0556-1},
doi = {10.1007/S10107-004-0556-1},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mp/GoldfarbS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamsc/GoldfarbY05,
author = {Donald Goldfarb and
Wotao Yin},
title = {Second-order Cone Programming Methods for Total Variation-Based Image
Restoration},
journal = {{SIAM} J. Sci. Comput.},
volume = {27},
number = {2},
pages = {622--645},
year = {2005},
url = {https://doi.org/10.1137/040608982},
doi = {10.1137/040608982},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamsc/GoldfarbY05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vlsm/YinGO05,
author = {Wotao Yin and
Donald Goldfarb and
Stanley J. Osher},
editor = {Nikos Paragios and
Olivier D. Faugeras and
Tony Chan and
Christoph Schn{\"{o}}rr},
title = {Image Cartoon-Texture Decomposition and Feature Selection Using the
Total Variation Regularized L\({}^{\mbox{1}}\) Functional},
booktitle = {Variational, Geometric, and Level Set Methods in Computer Vision,
Third International Workshop, {VLSM} 2005, Beijing, China, October
16, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3752},
pages = {73--84},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11567646\_7},
doi = {10.1007/11567646\_7},
timestamp = {Wed, 24 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/vlsm/YinGO05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mp/GoldfarbS04,
author = {Donald Goldfarb and
Katya Scheinberg},
title = {A product-form Cholesky factorization method for handling dense columns
in interior point methods for linear programming},
journal = {Math. Program.},
volume = {99},
number = {1},
pages = {1--34},
year = {2004},
url = {https://doi.org/10.1007/s10107-003-0377-7},
doi = {10.1007/S10107-003-0377-7},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mp/GoldfarbS04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mor/GoldfarbI03,
author = {Donald Goldfarb and
Garud Iyengar},
title = {Robust Portfolio Selection Problems},
journal = {Math. Oper. Res.},
volume = {28},
number = {1},
pages = {1--38},
year = {2003},
url = {https://doi.org/10.1287/moor.28.1.1.14260},
doi = {10.1287/MOOR.28.1.1.14260},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mor/GoldfarbI03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mp/AlizadehG03,
author = {Farid Alizadeh and
Donald Goldfarb},
title = {Second-order cone programming},
journal = {Math. Program.},
volume = {95},
number = {1},
pages = {3--51},
year = {2003},
url = {https://doi.org/10.1007/s10107-002-0339-5},
doi = {10.1007/S10107-002-0339-5},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mp/AlizadehG03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mp/GoldfarbI03,
author = {Donald Goldfarb and
Garud Iyengar},
title = {Robust convex quadratically constrained programs},
journal = {Math. Program.},
volume = {97},
number = {3},
pages = {495--515},
year = {2003},
url = {https://doi.org/10.1007/s10107-003-0425-3},
doi = {10.1007/S10107-003-0425-3},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mp/GoldfarbI03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mp/GoldfarbJL02,
author = {Donald Goldfarb and
Zhiying Jin and
Yiqing Lin},
title = {A polynomial dual simplex algorithm for the generalized circulation
problem},
journal = {Math. Program.},
volume = {91},
number = {2},
pages = {271--288},
year = {2002},
url = {https://doi.org/10.1007/s101070100248},
doi = {10.1007/S101070100248},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mp/GoldfarbJL02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mp/GoldfarbL02,
author = {Donald Goldfarb and
Yiqing Lin},
title = {Combinatorial interior point methods for generalized network flow
problems},
journal = {Math. Program.},
volume = {93},
number = {2},
pages = {227--246},
year = {2002},
url = {https://doi.org/10.1007/s10107-002-0333-y},
doi = {10.1007/S10107-002-0333-Y},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mp/GoldfarbL02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/coap/GoldfarbPSY99,
author = {Donald Goldfarb and
R. Polyak and
Katya Scheinberg and
I. Yuzefovich},
title = {A Modified Barrier-Augmented Lagrangian Method for Constrained Minimization},
journal = {Comput. Optim. Appl.},
volume = {14},
number = {1},
pages = {55--74},
year = {1999},
url = {https://doi.org/10.1023/A:1008705028512},
doi = {10.1023/A:1008705028512},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/coap/GoldfarbPSY99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ior/GoldfarbJ99,
author = {Donald Goldfarb and
Zhiying Jin},
title = {An O(nm)-Time Network Simplex Algorithm for the Shortest Path Problem},
journal = {Oper. Res.},
volume = {47},
number = {3},
pages = {445--448},
year = {1999},
url = {https://doi.org/10.1287/opre.47.3.445},
doi = {10.1287/OPRE.47.3.445},
timestamp = {Tue, 31 Mar 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ior/GoldfarbJ99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/orl/GoldfarbJ99,
author = {Donald Goldfarb and
Zhiying Jin},
title = {A new scaling algorithm for the minimum cost network flow problem},
journal = {Oper. Res. Lett.},
volume = {25},
number = {5},
pages = {205--211},
year = {1999},
url = {https://doi.org/10.1016/S0167-6377(99)00047-4},
doi = {10.1016/S0167-6377(99)00047-4},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/orl/GoldfarbJ99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mp/ArmstrongCGJ98,
author = {Ronald D. Armstrong and
Wei Chen and
Donald Goldfarb and
Zhiying Jin},
title = {Strongly polynomial dual simplex methods for the maximum flow problem},
journal = {Math. Program.},
volume = {80},
pages = {17--33},
year = {1998},
url = {https://doi.org/10.1007/BF01582129},
doi = {10.1007/BF01582129},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mp/ArmstrongCGJ98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamjo/GoldfarbS98,
author = {Donald Goldfarb and
Katya Scheinberg},
title = {Interior Point Trajectories in Semidefinite Programming},
journal = {{SIAM} J. Optim.},
volume = {8},
number = {4},
pages = {871--886},
year = {1998},
url = {https://doi.org/10.1137/S105262349630009X},
doi = {10.1137/S105262349630009X},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/siamjo/GoldfarbS98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mor/GoldfarbJO97,
author = {Donald Goldfarb and
Zhiying Jin and
James B. Orlin},
title = {Polynomial-Time Highest-Gain Augmenting Path Algorithms for the Generalized
Circulation Problem},
journal = {Math. Oper. Res.},
volume = {22},
number = {4},
pages = {793--802},
year = {1997},
url = {https://doi.org/10.1287/moor.22.4.793},
doi = {10.1287/MOOR.22.4.793},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mor/GoldfarbJO97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mp/GoldfarbC97,
author = {Donald Goldfarb and
Wei Chen},
title = {On strongly polynomial dual simplex algorithms for the maximum flow
problem},
journal = {Math. Program.},
volume = {77},
pages = {159--168},
year = {1997},
url = {https://doi.org/10.1007/BF02614368},
doi = {10.1007/BF02614368},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mp/GoldfarbC97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mor/GoldfarbJ96,
author = {Donald Goldfarb and
Zhiying Jin},
title = {A Faster Combinatorial Algorithm for the Generalized Circulation Problem},
journal = {Math. Oper. Res.},
volume = {21},
number = {3},
pages = {529--539},
year = {1996},
url = {https://doi.org/10.1287/moor.21.3.529},
doi = {10.1287/MOOR.21.3.529},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mor/GoldfarbJ96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/informs/EcksteinBPG95,
author = {Jonathan Eckstein and
I. Ilkay Boduroglu and
Lazaros C. Polymenakos and
Donald Goldfarb},
title = {Data-Parallel Implementations of Dense Simplex Methods on the Connection
Machine {CM-2}},
journal = {{INFORMS} J. Comput.},
volume = {7},
number = {4},
pages = {402--416},
year = {1995},
url = {https://doi.org/10.1287/ijoc.7.4.402},
doi = {10.1287/IJOC.7.4.402},
timestamp = {Sun, 15 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/informs/EcksteinBPG95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mor/GoldfarbS95,
author = {Donald Goldfarb and
Dong X. Shaw},
title = {On the Complexity of a Class of Projective Interior Point Methods},
journal = {Math. Oper. Res.},
volume = {20},
number = {1},
pages = {116--134},
year = {1995},
url = {https://doi.org/10.1287/moor.20.1.116},
doi = {10.1287/MOOR.20.1.116},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mor/GoldfarbS95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamjo/ShawG94,
author = {Dong X. Shaw and
Donald Goldfarb},
title = {A Path-Following Projective Interior Point Method for Linear Programming},
journal = {{SIAM} J. Optim.},
volume = {4},
number = {1},
pages = {65--85},
year = {1994},
url = {https://doi.org/10.1137/0804003},
doi = {10.1137/0804003},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamjo/ShawG94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dam/GoldfarbH93,
author = {Donald Goldfarb and
Jianxiu Hao},
title = {On the Maximum Capacity Augmentation Algorithm for the Maximum Flow
Problem},
journal = {Discret. Appl. Math.},
volume = {47},
number = {1},
pages = {9--16},
year = {1993},
url = {https://doi.org/10.1016/0166-218X(93)90148-H},
doi = {10.1016/0166-218X(93)90148-H},
timestamp = {Thu, 11 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dam/GoldfarbH93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mp/ChoiG93,
author = {In Chan Choi and
Donald Goldfarb},
title = {Exploiting special structure in a primal-dual path-following algorithm},
journal = {Math. Program.},
volume = {58},
pages = {33--52},
year = {1993},
url = {https://doi.org/10.1007/BF01581258},
doi = {10.1007/BF01581258},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mp/ChoiG93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mp/GoldfarbL93,
author = {Donald Goldfarb and
Shucheng Liu},
title = {An O(n\({}^{\mbox{3}}\)L) primal-dual potential reduction algorithm
for solving convex quadratic programs},
journal = {Math. Program.},
volume = {61},
pages = {161--170},
year = {1993},
url = {https://doi.org/10.1007/BF01582145},
doi = {10.1007/BF01582145},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mp/GoldfarbL93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamjo/GoldfarbW93,
author = {Donald Goldfarb and
Siyun Wang},
title = {Partial-Update Newton Methods for Unary, Factorable, and Partially
Separable Optimization},
journal = {{SIAM} J. Optim.},
volume = {3},
number = {2},
pages = {382--397},
year = {1993},
url = {https://doi.org/10.1137/0803017},
doi = {10.1137/0803017},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamjo/GoldfarbW93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/algorithmica/GoldfarbH92,
author = {Donald Goldfarb and
Jianxiu Hao},
title = {Polynomial-Time Primal Simplex Algorithms for the Minimum Cost Network
Flow Problem},
journal = {Algorithmica},
volume = {8},
number = {2},
pages = {145--160},
year = {1992},
url = {https://doi.org/10.1007/BF01758840},
doi = {10.1007/BF01758840},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/algorithmica/GoldfarbH92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mp/ForrestG92,
author = {John J. Forrest and
Donald Goldfarb},
title = {Steepest-edge simplex algorithms for linear programming},
journal = {Math. Program.},
volume = {57},
pages = {341--374},
year = {1992},
url = {https://doi.org/10.1007/BF01581089},
doi = {10.1007/BF01581089},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mp/ForrestG92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mp/GoldfarbL91,
author = {Donald Goldfarb and
Shucheng Liu},
title = {An O(n\({}^{\mbox{3}}\)L) primal interior point algorithm for convex
quadratic programming},
journal = {Math. Program.},
volume = {49},
pages = {325--340},
year = {1991},
url = {https://doi.org/10.1007/BF01588795},
doi = {10.1007/BF01588795},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mp/GoldfarbL91.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mp/GoldfarbX91,
author = {Donald Goldfarb and
Dong Xiao},
title = {A primal projective interior point method for linear programming},
journal = {Math. Program.},
volume = {51},
pages = {17--43},
year = {1991},
url = {https://doi.org/10.1007/BF01586924},
doi = {10.1007/BF01586924},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mp/GoldfarbX91.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/networks/GoldfarbHK91,
author = {Donald Goldfarb and
Jianxiu Hao and
Sheng{-}Roan Kai},
title = {Shortest path algorithms using dynamic breadth-first search},
journal = {Networks},
volume = {21},
number = {1},
pages = {29--50},
year = {1991},
url = {https://doi.org/10.1002/net.3230210105},
doi = {10.1002/NET.3230210105},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/networks/GoldfarbHK91.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/orl/GoldfarbH91,
author = {Donald Goldfarb and
Jianxiu Hao},
title = {On strongly polynomial variants of the network simplex algorithm for
the maximum flow problem},
journal = {Oper. Res. Lett.},
volume = {10},
number = {7},
pages = {383--387},
year = {1991},
url = {https://doi.org/10.1016/0167-6377(91)90039-R},
doi = {10.1016/0167-6377(91)90039-R},
timestamp = {Fri, 31 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/orl/GoldfarbH91.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamjo/GoldfarbLW91,
author = {Donald Goldfarb and
Shucheng Liu and
Siyun Wang},
title = {A Logarithmic Barrier Function Algorithm for Quadratically Constrained
Convex Quadratic Programming},
journal = {{SIAM} J. Optim.},
volume = {1},
number = {2},
pages = {252--267},
year = {1991},
url = {https://doi.org/10.1137/0801017},
doi = {10.1137/0801017},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamjo/GoldfarbLW91.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ior/GoldfarbHK90,
author = {Donald Goldfarb and
Jianxiu Hao and
Sheng{-}Roan Kai},
title = {Efficient Shortest Path Simplex Algorithms},
journal = {Oper. Res.},
volume = {38},
number = {4},
pages = {624--628},
year = {1990},
url = {https://doi.org/10.1287/opre.38.4.624},
doi = {10.1287/OPRE.38.4.624},
timestamp = {Tue, 31 Mar 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ior/GoldfarbHK90.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mp/GoldfarbH90,
author = {Donald Goldfarb and
Jianxiu Hao},
title = {A Primal Simplex Algorithm that Solves the Maximum Flow Problem in
at most nm Pivots and O(n\({}^{\mbox{2}}\)m) Time},
journal = {Math. Program.},
volume = {47},
pages = {353--365},
year = {1990},
url = {https://doi.org/10.1007/BF01580869},
doi = {10.1007/BF01580869},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mp/GoldfarbH90.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/networks/GoldfarbHK90,
author = {Donald Goldfarb and
Jianxiu Hao and
Sheng{-}Roan Kai},
title = {Anti-stalling pivot rules for the network simplex algorithm},
journal = {Networks},
volume = {20},
number = {1},
pages = {79--91},
year = {1990},
url = {https://doi.org/10.1002/net.3230200108},
doi = {10.1002/NET.3230200108},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/networks/GoldfarbHK90.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mp/GoldfarbM88,
author = {Donald Goldfarb and
Sanjay Mehrotra},
title = {Relaxed variants of Karmarkar's algorithm for linear programs with
unknown optimal objective value},
journal = {Math. Program.},
volume = {40},
number = {1-3},
pages = {183--195},
year = {1988},
url = {https://doi.org/10.1007/BF01580729},
doi = {10.1007/BF01580729},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mp/GoldfarbM88.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mp/GoldfarbM88a,
author = {Donald Goldfarb and
Sanjay Mehrotra},
title = {A relaxed version of Karmarkar's method},
journal = {Math. Program.},
volume = {40},
number = {1-3},
pages = {289--315},
year = {1988},
url = {https://doi.org/10.1007/BF01580737},
doi = {10.1007/BF01580737},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mp/GoldfarbM88a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cg/ChamberlinG87,
author = {Donald D. Chamberlin and
Charles F. Goldfarb},
title = {Graphic applications of the Standard Generalized Markup Language {(SGML)}},
journal = {Comput. Graph.},
volume = {11},
number = {4},
pages = {343--358},
year = {1987},
url = {https://doi.org/10.1016/0097-8493(87)90051-3},
doi = {10.1016/0097-8493(87)90051-3},
timestamp = {Wed, 19 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cg/ChamberlinG87.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mp/Goldfarb86,
author = {Donald Goldfarb},
title = {Efficient dual simplex algorithms for the assignment problem},
journal = {Math. Program.},
volume = {34},
number = {3},
pages = {372},
year = {1986},
url = {https://doi.org/10.1007/BF01582238},
doi = {10.1007/BF01582238},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mp/Goldfarb86.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mp/Goldfarb85,
author = {Donald Goldfarb},
title = {Efficient dual simplex algorithms for the assignment problem},
journal = {Math. Program.},
volume = {33},
number = {2},
pages = {187--203},
year = {1985},
url = {https://doi.org/10.1007/BF01582245},
doi = {10.1007/BF01582245},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mp/Goldfarb85.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mp/GoldfarbI83,
author = {Donald Goldfarb and
Ashok U. Idnani},
title = {A numerically stable dual method for solving strictly convex quadratic
programs},
journal = {Math. Program.},
volume = {27},
number = {1},
pages = {1--33},
year = {1983},
url = {https://doi.org/10.1007/BF02591962},
doi = {10.1007/BF02591962},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mp/GoldfarbI83.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mp/GoldfarbT82,
author = {Donald Goldfarb and
Michael J. Todd},
title = {Modifications and implementation of the ellipsoid algorithm for linear
programming},
journal = {Math. Program.},
volume = {23},
number = {1},
pages = {1--19},
year = {1982},
url = {https://doi.org/10.1007/BF01583776},
doi = {10.1007/BF01583776},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mp/GoldfarbT82.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ior/BlandGT81,
author = {Robert G. Bland and
Donald Goldfarb and
Michael J. Todd},
title = {Feature Article - The Ellipsoid Method: {A} Survey},
journal = {Oper. Res.},
volume = {29},
number = {6},
pages = {1039--1091},
year = {1981},
url = {https://doi.org/10.1287/opre.29.6.1039},
doi = {10.1287/OPRE.29.6.1039},
timestamp = {Tue, 31 Mar 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ior/BlandGT81.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mp/Goldfarb80,
author = {Donald Goldfarb},
title = {Curvilinear path steplength algorithms for minimization which use
directions of negative curvature},
journal = {Math. Program.},
volume = {18},
number = {1},
pages = {31--40},
year = {1980},
url = {https://doi.org/10.1007/BF01588294},
doi = {10.1007/BF01588294},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mp/Goldfarb80.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dam/GoldfarbS79,
author = {Donald Goldfarb and
William Y. Sit},
title = {Worst case behavior of the steepest edge simplex method},
journal = {Discret. Appl. Math.},
volume = {1},
number = {4},
pages = {277--285},
year = {1979},
url = {https://doi.org/10.1016/0166-218X(79)90004-0},
doi = {10.1016/0166-218X(79)90004-0},
timestamp = {Thu, 11 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dam/GoldfarbS79.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mp/Goldfarb77,
author = {Donald Goldfarb},
title = {Generating conjugate directions without line searches using factorized
variable metric updating formulas},
journal = {Math. Program.},
volume = {13},
number = {1},
pages = {94--110},
year = {1977},
url = {https://doi.org/10.1007/BF01584327},
doi = {10.1007/BF01584327},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mp/Goldfarb77.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mp/Goldfarb77a,
author = {Donald Goldfarb},
title = {On the Bartels - Golub decomposition for linear programming bases},
journal = {Math. Program.},
volume = {13},
number = {1},
pages = {272--279},
year = {1977},
url = {https://doi.org/10.1007/BF01584343},
doi = {10.1007/BF01584343},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mp/Goldfarb77a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mp/Goldfarb77b,
author = {Donald Goldfarb},
title = {Matrix factorizations in optimization of nonlinear functions subject
to linear constraints - an addendum},
journal = {Math. Program.},
volume = {12},
number = {1},
pages = {279--280},
year = {1977},
url = {https://doi.org/10.1007/BF01593793},
doi = {10.1007/BF01593793},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mp/Goldfarb77b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mp/GoldfarbR77,
author = {Donald Goldfarb and
John K. Reid},
title = {A practicable steepest-edge simplex algorithm},
journal = {Math. Program.},
volume = {12},
number = {1},
pages = {361--371},
year = {1977},
url = {https://doi.org/10.1007/BF01593804},
doi = {10.1007/BF01593804},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mp/GoldfarbR77.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mp/Goldfarb76,
author = {Donald Goldfarb},
title = {Matrix factorizations in optimization of nonlinear functions subject
to linear constraints},
journal = {Math. Program.},
volume = {10},
number = {1},
pages = {1--31},
year = {1976},
url = {https://doi.org/10.1007/BF01580651},
doi = {10.1007/BF01580651},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mp/Goldfarb76.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acm/Goldfarb72,
author = {Donald Goldfarb},
editor = {John J. Donovan and
Rosemary Shields},
title = {Variable metric and conjugate direction methods in unconstrained optimization:
recent developments},
booktitle = {Proceedings of the {ACM} annual conference, {ACM} 1972, Boston, MA,
USA, August 1972, Volume 1},
pages = {496--506},
publisher = {{ACM}},
year = {1972},
url = {https://doi.org/10.1145/800193.569963},
doi = {10.1145/800193.569963},
timestamp = {Tue, 13 Apr 2021 15:14:35 +0200},
biburl = {https://dblp.org/rec/conf/acm/Goldfarb72.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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